Ethnicity
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Major | Gender | Career | Ethnicity | First Generation Students | Dependents | Medical Condition | Medical Care | Analysis
Function
To begin, let’s explore the function we created to run all of this statistical analysis:
mysubsetMDS <- function(x){
mysubset <- df %>%
select(starts_with(x))
meta <- metaMDS(mysubset)
MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
cbind(demo)
return(MDS_df)
}
In English, this function allows us to run the MDS according to
each subset of demographic and each subset of question type that we
want. Obviously, in this page, we are exploring Ethnicity.
Question Types
Science Identity
Let’s explore the science identity subset of questions first. Running
our function we created and plotting it, we are left with this image of
the plot:
This is
great and all, but let’s run an adonis test to see if there is a
significant difference in how different ethnicity goals responded to
science identity questions:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 0.3197 0.035524 1.1163 0.0322 0.352
## Residuals 302 9.6102 0.031822 0.9678
## Total 311 9.9299 1.0000
##
## $call
## adonis(formula = si ~ demo$ethnicity)
##
## $coefficients
## si1 si2 si3 si4 si5
## (Intercept) 3.6122437 3.884078280 3.3440585 3.60524201 3.671802054
## demo$ethnicity1 0.7877563 0.715921720 1.0559415 0.39475799 0.328197946
## demo$ethnicity2 -0.8622437 -0.634078280 -0.3440585 -0.85524201 -0.671802054
## demo$ethnicity3 1.3877563 1.115921720 0.6559415 0.39475799 0.328197946
## demo$ethnicity4 -0.2789103 -0.439633836 -0.3440585 -0.16079756 -0.227357610
## demo$ethnicity5 0.1655341 0.338143942 0.2114971 0.06142466 -0.560690943
## demo$ethnicity6 -0.6122437 -0.001725339 -0.1675879 -0.13465377 -0.318860878
## demo$ethnicity7 -0.6122437 -0.884078280 -1.3440585 0.39475799 1.328197946
## demo$ethnicity8 -0.2789103 -0.217411613 0.3226082 0.06142466 -0.005135387
## demo$ethnicity9 0.6377563 0.365921720 0.4059415 0.39475799 0.328197946
##
## $coef.sites
## 1 2 3 4
## (Intercept) 0.16776780 0.131990022 0.1700219641 0.385632330
## demo$ethnicity1 -0.06104588 -0.019814210 0.0337931724 0.059094943
## demo$ethnicity2 0.08236214 0.085317671 0.0527009961 -0.040902985
## demo$ethnicity3 -0.09800036 -0.084370974 0.0191672251 0.081034337
## demo$ethnicity4 0.04151869 0.050249306 0.0118602146 -0.048173103
## demo$ethnicity5 -0.04505126 -0.011449346 -0.0198784258 0.007125260
## demo$ethnicity6 0.02295526 0.039977502 -0.0008733289 -0.029464944
## demo$ethnicity7 0.09539009 0.003145113 -0.0450219641 -0.025632330
## demo$ethnicity8 -0.02224329 -0.043198599 -0.0396398014 -0.003458948
## demo$ethnicity9 -0.05246583 -0.063673887 -0.0215625803 0.047500310
## 5 6 7 8 9
## (Intercept) 0.1506168781 0.142010528 0.201009293 0.15581063 0.12562084
## demo$ethnicity1 -0.0552868181 0.016854956 0.059708485 -0.06899121 -0.00268944
## demo$ethnicity2 0.1025882501 0.047423996 0.029713887 0.09739450 0.07212229
## demo$ethnicity3 -0.0839502114 0.015884209 0.056133564 -0.08914397 -0.02562084
## demo$ethnicity4 0.0483876862 0.021958423 -0.003022263 0.04802485 0.03638486
## demo$ethnicity5 -0.0058366632 -0.038025050 -0.023786568 -0.02595747 -0.03051570
## demo$ethnicity6 0.0354075633 0.010440396 -0.011365338 0.02820206 0.02647858
## demo$ethnicity7 -0.0006168781 0.009504623 -0.067675960 0.04418937 0.01723630
## demo$ethnicity8 -0.0268815978 -0.065757805 -0.042056023 -0.03207535 -0.05143210
## demo$ethnicity9 -0.0752745847 -0.025236612 0.016543069 -0.05747680 -0.06724465
## 10 11 12 13 14
## (Intercept) 0.15230144 0.487085102 0.157999716 0.117095499 0.117095499
## demo$ethnicity1 -0.04042593 0.064637453 0.032912195 -0.016030798 -0.016030798
## demo$ethnicity2 0.07675839 -0.090721466 0.050017362 0.073502792 0.073502792
## demo$ethnicity3 -0.10468239 0.084343469 0.031189474 -0.069476451 -0.069476451
## demo$ethnicity4 0.04035340 -0.055325932 0.016938019 0.052902272 0.052902272
## demo$ethnicity5 -0.03651622 0.010850361 -0.028604883 -0.007136834 -0.007136834
## demo$ethnicity6 0.02787580 -0.015099542 0.009269601 0.037433079 0.037433079
## demo$ethnicity7 0.09094180 -0.008824233 -0.032999716 0.018039636 0.018039636
## demo$ethnicity8 -0.02929949 0.010583896 -0.069324949 -0.062514602 -0.062514602
## demo$ethnicity9 -0.05898530 0.055308060 -0.009540332 -0.073794999 -0.073794999
## 15 16 17 18 19
## (Intercept) 0.15242298 0.13092703 0.126089179 0.19755173 0.136389110
## demo$ethnicity1 -0.04024717 -0.02986233 -0.029893579 0.02725520 -0.044941570
## demo$ethnicity2 0.08945736 0.08531228 0.086540758 0.01329357 0.097077347
## demo$ethnicity3 -0.05718488 -0.08330799 -0.102833365 0.02467050 -0.136389110
## demo$ethnicity4 0.03955187 0.04462629 0.056053132 0.01730940 0.057164393
## demo$ethnicity5 -0.02927767 -0.02585932 -0.009050791 -0.03300611 -0.007881967
## demo$ethnicity6 0.01481406 0.02761576 0.034201593 -0.01051559 0.040270542
## demo$ethnicity7 0.03676621 0.05826215 0.031805557 0.02825473 0.043098069
## demo$ethnicity8 -0.04696489 -0.04213561 -0.047273027 -0.05400597 -0.034551182
## demo$ethnicity9 -0.04691172 -0.07512653 -0.071486973 -0.01555529 -0.071031089
## 20 21 22 23
## (Intercept) 0.212127637 0.152651134 0.152938369 0.1218447402
## demo$ethnicity1 0.048590141 -0.006526451 0.018048328 -0.0043609320
## demo$ethnicity2 0.018595543 0.086824915 0.052121155 0.0717329541
## demo$ethnicity3 0.045015220 -0.052651134 0.004956368 -0.0486740084
## demo$ethnicity4 -0.014140607 0.033730573 0.024300537 0.0467483806
## demo$ethnicity5 -0.018695068 -0.027316966 -0.042780051 -0.0008437892
## demo$ethnicity6 -0.008337545 0.028229172 0.013693446 0.0296471509
## demo$ethnicity7 -0.012127637 -0.009793991 -0.001423217 -0.0107336290
## demo$ethnicity8 -0.053174367 -0.022792173 -0.036244469 -0.0757172940
## demo$ethnicity9 0.005424725 -0.054783023 -0.036164452 -0.0519560762
## 24 25 26 27
## (Intercept) 1.892869e-01 0.14188966 0.173445709 0.117095499
## demo$ethnicity1 1.221827e-03 -0.02440585 -0.087366399 -0.016030798
## demo$ethnicity2 3.485925e-02 0.07913165 0.116280824 0.073502792
## demo$ethnicity3 -9.766884e-05 -0.01993844 -0.109615922 -0.069476451
## demo$ethnicity4 1.784785e-02 0.02759341 0.050127202 0.052902272
## demo$ethnicity5 -4.531616e-02 -0.03891596 -0.013262133 -0.007136834
## demo$ethnicity6 1.440699e-02 0.02559046 0.036256866 0.037433079
## demo$ethnicity7 6.071314e-02 0.02477701 0.017030481 0.018039636
## demo$ethnicity8 -3.870268e-02 -0.04263216 -0.008974375 -0.062514602
## demo$ethnicity9 -4.082747e-02 -0.05950099 -0.068098762 -0.073794999
## 28 29 30 31 32
## (Intercept) 0.224619345 0.130654437 0.278428215 0.26239237 0.117095499
## demo$ethnicity1 0.049891536 0.009985411 0.046122050 0.06215790 -0.016030798
## demo$ethnicity2 0.056211594 0.070103139 -0.005048585 0.01098726 0.073502792
## demo$ethnicity3 0.032523513 -0.002449309 0.054905119 0.07094097 -0.069476451
## demo$ethnicity4 0.010638948 0.029251303 -0.023168050 -0.03993643 0.052902272
## demo$ethnicity5 -0.008440985 -0.024430814 -0.028350990 -0.01302739 -0.007136834
## demo$ethnicity6 0.001221395 0.017854661 -0.022422875 -0.01777663 0.037433079
## demo$ethnicity7 -0.091286011 -0.013007378 0.007286071 -0.04810665 0.018039636
## demo$ethnicity8 -0.042677569 -0.064954972 -0.016477350 -0.02343001 -0.062514602
## demo$ethnicity9 -0.007066983 -0.043863699 0.017069097 0.03310495 -0.073794999
## 33 34 35 36 37
## (Intercept) 0.436392465 0.22913491 0.142010528 0.209825378 0.14188966
## demo$ethnicity1 0.077270461 0.05541219 0.016854956 0.037099296 -0.02440585
## demo$ethnicity2 -0.066130481 0.02242377 0.047423996 0.020897802 0.07913165
## demo$ethnicity3 0.080848914 0.06498273 0.015884209 0.047317479 -0.01993844
## demo$ethnicity4 -0.053393517 -0.01908151 0.021958423 -0.011838348 0.02759341
## demo$ethnicity5 0.001795399 -0.02115024 -0.038025050 -0.031992153 -0.03891596
## demo$ethnicity6 -0.021339175 -0.01298274 0.010440396 -0.010950654 0.02559046
## demo$ethnicity7 -0.019725799 -0.05672112 0.009504623 -0.009825378 0.02477701
## demo$ethnicity8 0.001202811 -0.03151587 -0.065757805 -0.029366731 -0.04263216
## demo$ethnicity9 0.049362521 0.02618033 -0.025236612 0.007726984 -0.05950099
## 38 39 40 41 42
## (Intercept) 0.13092703 0.120848287 0.157999716 0.16125988 0.16125988
## demo$ethnicity1 -0.02986233 -0.003364479 0.032912195 -0.06981234 -0.06981234
## demo$ethnicity2 0.08531228 0.073857227 0.050017362 0.09659682 0.09659682
## demo$ethnicity3 -0.08330799 -0.047677556 0.031189474 -0.07035079 -0.07035079
## demo$ethnicity4 0.04462629 0.048784721 0.016938019 0.03710285 0.03710285
## demo$ethnicity5 -0.02585932 -0.012732490 -0.028604883 -0.04237275 -0.04237275
## demo$ethnicity6 0.02761576 0.033505396 0.009269601 0.02183745 0.02183745
## demo$ethnicity7 0.05826215 -0.009737176 -0.032999716 0.06950935 0.06950935
## demo$ethnicity8 -0.04213561 -0.056702823 -0.069324949 -0.02688227 -0.02688227
## demo$ethnicity9 -0.07512653 -0.063780136 -0.009540332 -0.06074128 -0.06074128
## 43 44 45 46
## (Intercept) 0.136644612 0.12562084 0.339186582 0.157999716
## demo$ethnicity1 0.003638729 -0.00268944 0.073496264 0.032912195
## demo$ethnicity2 0.050224074 0.07212229 -0.019186582 0.050017362
## demo$ethnicity3 -0.008439484 -0.02562084 0.080168256 0.031189474
## demo$ethnicity4 0.029610334 0.03638486 -0.054695373 0.016938019
## demo$ethnicity5 -0.043941388 -0.03051570 -0.007058966 -0.028604883
## demo$ethnicity6 0.019544349 0.02647858 -0.030158506 0.009269601
## demo$ethnicity7 0.039825976 0.01723630 -0.031494275 -0.032999716
## demo$ethnicity8 -0.051897528 -0.05143210 -0.008305356 -0.069324949
## demo$ethnicity9 -0.049853874 -0.06724465 0.044926718 -0.009540332
## 47 48 49 50
## (Intercept) 0.5447146190 1.428078e-01 0.184188872 0.15880698
## demo$ethnicity1 0.0668393443 3.316909e-03 0.027284725 0.03210493
## demo$ethnicity2 -0.1220955714 5.374300e-02 0.043323090 0.04921009
## demo$ethnicity3 0.0849150106 -4.280777e-02 0.038033351 0.03038220
## demo$ethnicity4 -0.0437933985 3.662999e-02 0.002089321 0.01613075
## demo$ethnicity5 0.0182528662 2.182349e-03 -0.034713500 -0.03658061
## demo$ethnicity6 -0.0256238131 1.857174e-02 0.003002882 0.00408233
## demo$ethnicity7 0.0007399265 4.936951e-05 -0.022898549 -0.03380698
## demo$ethnicity8 0.0182943527 -6.752971e-02 -0.040643120 -0.04993020
## demo$ethnicity9 0.0588110220 -4.493966e-02 -0.002192437 -0.01034760
## 51 52 53 54 55
## (Intercept) 0.173445709 0.23240434 0.2332812009 0.16481842 0.14657491
## demo$ethnicity1 -0.087366399 0.06642848 0.0269768066 -0.08250881 0.01759435
## demo$ethnicity2 0.116280824 0.01915435 0.0130669791 0.10711422 0.05544529
## demo$ethnicity3 -0.109615922 0.06171331 0.0238616562 -0.12134015 -0.01836978
## demo$ethnicity4 0.050127202 -0.02235093 -0.0221768875 0.04916720 0.03873803
## demo$ethnicity5 -0.013262133 -0.01618922 -0.0092419467 -0.02442865 -0.01621527
## demo$ethnicity6 0.036256866 -0.01605609 -0.0032678147 0.03407488 0.02635007
## demo$ethnicity7 0.017030481 -0.05999055 0.0333854657 0.05469378 -0.02892785
## demo$ethnicity8 -0.008974375 -0.03478529 -0.0513394250 -0.02022967 -0.06067343
## demo$ethnicity9 -0.068098762 0.02291091 -0.0005773239 -0.05721329 -0.03273739
## 56 57 58 59 60
## (Intercept) 0.215407539 0.14676768 0.132461885 0.117095499 0.432389976
## demo$ethnicity1 0.017724032 0.02459781 -0.009866614 -0.016030798 0.063881646
## demo$ethnicity2 0.032557020 0.07257756 0.050575373 0.073502792 -0.062127991
## demo$ethnicity3 0.041735318 0.01112706 -0.032461885 -0.069476451 0.084851404
## demo$ethnicity4 0.002342336 0.02393528 0.034620671 0.052902272 -0.063279917
## demo$ethnicity5 -0.021364470 -0.02266329 -0.037206789 -0.007136834 0.005797889
## demo$ethnicity6 0.012387764 0.01192258 0.024139601 0.037433079 -0.017336685
## demo$ethnicity7 -0.015407539 -0.05585859 0.067538115 0.018039636 -0.015723309
## demo$ethnicity8 -0.056454269 -0.04968162 -0.058273145 -0.062514602 0.005205301
## demo$ethnicity9 0.002144823 -0.02999376 -0.060927800 -0.073794999 0.053365010
## 61 62 63 64 65
## (Intercept) 0.12562084 0.12173516 0.130654437 0.216255553 0.15880698
## demo$ethnicity1 -0.00268944 -0.01567993 0.009985411 0.016876018 0.03210493
## demo$ethnicity2 0.07212229 0.07184253 0.070103139 0.031709006 0.04921009
## demo$ethnicity3 -0.02562084 -0.04856443 -0.002449309 0.040887304 0.03038220
## demo$ethnicity4 0.03638486 0.04101001 0.029251303 0.001494322 0.01613075
## demo$ethnicity5 -0.03051570 -0.02431702 -0.024430814 -0.029875319 -0.03658061
## demo$ethnicity6 0.02647858 0.03073344 0.017854661 0.006805377 0.00408233
## demo$ethnicity7 0.01723630 0.04493150 -0.013007378 -0.016255553 -0.03380698
## demo$ethnicity8 -0.05143210 -0.05758970 -0.064954972 -0.035796907 -0.04993020
## demo$ethnicity9 -0.06724465 -0.07750439 -0.043863699 0.001296809 -0.01034760
## 66 67 68 69
## (Intercept) 0.2873973670 0.16481842 0.152881903 0.227472649
## demo$ethnicity1 0.0519677123 -0.08250881 0.018483581 0.032785359
## demo$ethnicity2 -0.0140177374 0.10711422 0.050838335 0.037733290
## demo$ethnicity3 0.0459359663 -0.12134015 0.005012834 0.029670208
## demo$ethnicity4 0.0006670302 0.04916720 0.017821055 0.011797537
## demo$ethnicity5 -0.0287731342 -0.02442865 -0.021833072 0.001404124
## demo$ethnicity6 -0.0203945848 0.03407488 0.005673130 0.014493844
## demo$ethnicity7 -0.0016830813 0.05469378 -0.001366752 -0.094139316
## demo$ethnicity8 -0.0254465026 -0.02022967 -0.055795846 -0.045530873
## demo$ethnicity9 0.0080999448 -0.05721329 -0.036107986 0.020410595
## 70 71 72 73
## (Intercept) 0.205775041 0.2639348625 0.136644612 0.141354552
## demo$ethnicity1 0.032365223 0.0486910639 0.003638729 0.023171214
## demo$ethnicity2 0.053555102 0.0233381112 0.050224074 0.074554539
## demo$ethnicity3 0.016447181 0.0301827846 -0.008439484 -0.013149424
## demo$ethnicity4 0.016254541 -0.0075461789 0.029610334 0.037609182
## demo$ethnicity5 -0.019242361 -0.0232914615 -0.043941388 -0.004208513
## demo$ethnicity6 0.002663347 -0.0007182205 0.019544349 0.019815388
## demo$ethnicity7 -0.044484719 -0.0225555521 0.039825976 -0.082531022
## demo$ethnicity8 -0.040007067 -0.0202840688 -0.051897528 -0.055453066
## demo$ethnicity9 -0.023778606 -0.0086196132 -0.049853874 -0.027517030
## 74 75 76 77 78
## (Intercept) 0.187842477 0.173445709 0.132563891 0.14657491 0.15055845
## demo$ethnicity1 0.036964453 -0.087366399 0.001796085 0.01759435 -0.06373902
## demo$ethnicity2 0.039669484 0.116280824 0.050473366 0.05544529 0.10264668
## demo$ethnicity3 0.034379745 -0.109615922 -0.032563891 -0.01836978 -0.12833622
## demo$ethnicity4 0.017759387 0.050127202 0.040524671 0.03873803 0.04844612
## demo$ethnicity5 -0.030959699 -0.013262133 -0.013077677 -0.01621527 -0.01599669
## demo$ethnicity6 0.004222747 0.036256866 0.023001360 0.02635007 0.03898562
## demo$ethnicity7 -0.026552155 0.017030481 0.010293252 -0.02892785 0.04944155
## demo$ethnicity8 -0.065130059 -0.008974375 -0.076893670 -0.06067343 -0.02682317
## demo$ethnicity9 -0.005846043 -0.068098762 -0.034695780 -0.03273739 -0.06358825
## 79 80 81 82 83
## (Intercept) 0.202241115 0.142770199 0.142770199 0.16926878 0.202241115
## demo$ethnicity1 0.044683559 -0.004872954 -0.004872954 0.03414313 0.044683559
## demo$ethnicity2 0.045723444 0.065093209 0.065093209 0.05487733 0.045723444
## demo$ethnicity3 0.054901742 -0.020818980 -0.020818980 0.01992041 0.054901742
## demo$ethnicity4 -0.004254086 0.044414774 0.044414774 0.01934741 -0.004254086
## demo$ethnicity5 -0.024407890 -0.012418282 -0.012418282 -0.03352474 -0.024407890
## demo$ethnicity6 0.001535570 0.029814669 0.029814669 0.01262660 0.001535570
## demo$ethnicity7 -0.068907782 -0.031659088 -0.031659088 -0.04426878 -0.068907782
## demo$ethnicity8 -0.043287845 -0.043512700 -0.043512700 -0.03888662 -0.043287845
## demo$ethnicity9 0.015311246 -0.060044153 -0.060044153 -0.02080939 0.015311246
## 84 85 86 87
## (Intercept) 1.428078e-01 0.207860705 0.142010528 0.188060668
## demo$ethnicity1 3.316909e-03 0.016516118 0.016854956 0.027851242
## demo$ethnicity2 5.374300e-02 0.036317924 0.047423996 0.052214474
## demo$ethnicity3 -4.280777e-02 0.014361518 0.015884209 0.001128521
## demo$ethnicity4 3.662999e-02 0.001789651 0.021958423 0.020769916
## demo$ethnicity5 2.182349e-03 -0.036211526 -0.038025050 -0.011858352
## demo$ethnicity6 1.857174e-02 0.008777327 0.010440396 0.020147894
## demo$ethnicity7 4.936951e-05 0.017945747 0.009504623 -0.063060668
## demo$ethnicity8 -6.752971e-02 -0.021259397 -0.065757805 -0.036173129
## demo$ethnicity9 -4.493966e-02 -0.025864270 -0.025236612 -0.011006513
## 88 89 90 91 92
## (Intercept) 0.5447146190 0.15055845 0.339835748 0.137691650 0.14607637
## demo$ethnicity1 0.0668393443 -0.06373902 0.056847099 0.002591692 -0.04988077
## demo$ethnicity2 -0.1220955714 0.10264668 -0.019835748 0.047914410 0.09155357
## demo$ethnicity3 0.0849150106 -0.12833622 0.079519091 -0.009486522 -0.07630893
## demo$ethnicity4 -0.0437933985 0.04844612 -0.055994312 0.027406537 0.03593044
## demo$ethnicity5 0.0182528662 -0.01599669 0.001551128 -0.031309974 -0.03395385
## demo$ethnicity6 -0.0256238131 0.03898562 -0.019156635 0.015489659 0.02663949
## demo$ethnicity7 0.0007399265 0.04944155 -0.032143440 0.038778938 0.06444994
## demo$ethnicity8 0.0182943527 -0.02682317 -0.008954522 -0.071992184 -0.03390604
## demo$ethnicity9 0.0588110220 -0.06358825 0.044277552 -0.037387399 -0.06737428
## 93 94 95 96 97
## (Intercept) 0.13673946 0.14171293 0.14143750 0.183361658 0.14092245
## demo$ethnicity1 -0.02456364 -0.02454659 -0.04524190 0.028111939 -0.04947491
## demo$ethnicity2 0.08056824 0.06502266 0.09619244 0.044150303 0.09254401
## demo$ethnicity3 -0.04150136 -0.06854220 -0.11818169 0.038860564 -0.09546790
## demo$ethnicity4 0.03980187 0.03858420 0.04612487 0.002916534 0.04721100
## demo$ethnicity5 -0.02136074 -0.03845434 -0.02427006 -0.026478880 -0.01734836
## demo$ethnicity6 0.03242695 0.02113636 0.03401434 0.008380360 0.03306341
## demo$ethnicity7 -0.00160432 0.08050929 0.06908882 -0.022071336 0.03856473
## demo$ethnicity8 -0.04794803 -0.04245543 -0.02926717 -0.060649240 -0.03908452
## demo$ethnicity9 -0.05622820 -0.05900376 -0.07464017 -0.001365223 -0.06393652
## 98 99 100 101 102
## (Intercept) 0.148953491 0.259242984 0.20364174 0.23510903 0.1522624913
## demo$ethnicity1 -0.033058191 0.039097229 -0.05250714 0.04943808 0.0001420625
## demo$ethnicity2 0.088676446 0.028029990 0.07113896 0.03430680 0.0636465996
## demo$ethnicity3 -0.032674422 0.034874663 -0.08169052 0.05900862 -0.0240573631
## demo$ethnicity4 0.049214935 -0.012955310 0.05125291 -0.01495461 0.0376224198
## demo$ethnicity5 0.001310719 -0.026830035 -0.03246781 -0.01823547 -0.0328358923
## demo$ethnicity6 0.027356516 0.002896304 0.02954158 -0.00315657 0.0223241342
## demo$ethnicity7 -0.043690334 -0.017863673 0.07413604 -0.06269523 0.0242080969
## demo$ethnicity8 -0.053877177 -0.015592190 -0.03117697 -0.03748998 -0.0473133864
## demo$ethnicity9 -0.058041761 -0.003927734 -0.06995415 0.02020622 -0.0654717532
## 103 104 105 106
## (Intercept) 0.137691650 0.136644612 0.15137813 0.432389976
## demo$ethnicity1 0.002591692 0.003638729 -0.06455871 0.063881646
## demo$ethnicity2 0.047914410 0.050224074 0.10182700 -0.062127991
## demo$ethnicity3 -0.009486522 -0.008439484 -0.12915591 0.084851404
## demo$ethnicity4 0.027406537 0.029610334 0.05774835 -0.063279917
## demo$ethnicity5 -0.031309974 -0.043941388 -0.01669893 0.005797889
## demo$ethnicity6 0.015489659 0.019544349 0.03524894 -0.017336685
## demo$ethnicity7 0.038778938 0.039825976 0.04862187 -0.015723309
## demo$ethnicity8 -0.071992184 -0.051897528 -0.02764285 0.005205301
## demo$ethnicity9 -0.037387399 -0.049853874 -0.06440793 0.053365010
## 107 108 109 110 111
## (Intercept) 0.1517791326 0.266757827 0.18399326 0.184188872 0.15880698
## demo$ethnicity1 -0.0117556419 0.057792438 -0.02588535 0.027284725 0.03210493
## demo$ethnicity2 0.0681143511 0.006621803 0.03535198 0.043323090 0.04921009
## demo$ethnicity3 -0.0786084009 0.066575507 -0.02609852 0.038033351 0.03038220
## demo$ethnicity4 0.0405387926 -0.011497662 0.02272875 0.002089321 0.01613075
## demo$ethnicity5 -0.0001478099 -0.017392853 -0.03150310 -0.034713500 -0.03658061
## demo$ethnicity6 0.0157722923 -0.022355215 0.02760182 0.003002882 0.00408233
## demo$ethnicity7 0.0148875341 -0.052472112 0.08873401 -0.022898549 -0.03380698
## demo$ethnicity8 -0.0514920323 -0.027795468 -0.04646603 -0.040643120 -0.04993020
## demo$ethnicity9 -0.0434120611 0.028739485 -0.05333046 -0.002192437 -0.01034760
## 112 113 114 115
## (Intercept) 0.136430217 0.12173516 0.196370172 0.5447146190
## demo$ethnicity1 -0.036287025 -0.01567993 0.015103425 0.0668393443
## demo$ethnicity2 0.097036240 0.07184253 0.031141789 -0.1220955714
## demo$ethnicity3 -0.090975672 -0.04856443 0.025852050 0.0849150106
## demo$ethnicity4 0.057123286 0.04101001 0.009231692 -0.0437933985
## demo$ethnicity5 0.002535890 -0.02431702 -0.038919776 0.0182528662
## demo$ethnicity6 0.036602191 0.03073344 0.004577238 -0.0256238131
## demo$ethnicity7 -0.008225089 0.04493150 0.029436279 0.0007399265
## demo$ethnicity8 -0.034592289 -0.05758970 -0.052824421 0.0182943527
## demo$ethnicity9 -0.082976959 -0.07750439 -0.014373737 0.0588110220
## 116 117 118 119 120
## (Intercept) 0.339022229 0.15055845 0.181274296 0.175661177 0.392429207
## demo$ethnicity1 0.040342850 -0.06373902 0.016536979 0.049145754 0.052298066
## demo$ethnicity2 0.004727771 0.10264668 0.047261058 0.051850785 -0.047699862
## demo$ethnicity3 0.054917164 -0.12833622 -0.001787116 0.046561045 0.074237460
## demo$ethnicity4 -0.008886983 0.04844612 0.027945885 0.010617016 -0.002682398
## demo$ethnicity5 0.034038924 -0.01599669 0.012432237 -0.026753423 -0.009333453
## demo$ethnicity6 -0.007853524 0.03898562 0.013825888 0.002648391 -0.024777227
## demo$ethnicity7 -0.124736515 0.04944155 -0.063627237 -0.078886983 -0.032429207
## demo$ethnicity8 -0.006183273 -0.02682317 -0.057152772 -0.052948759 -0.010255825
## demo$ethnicity9 0.021058416 -0.06358825 -0.026876477 0.006335258 0.040703433
## 121 122 123 124 125
## (Intercept) 0.12562084 0.12173516 0.173445709 0.34236705 0.13629570
## demo$ethnicity1 -0.00268944 -0.01567993 -0.087366399 0.07031579 0.00982898
## demo$ethnicity2 0.07212229 0.07184253 0.116280824 -0.02236705 0.07496095
## demo$ethnicity3 -0.02562084 -0.04856443 -0.109615922 0.07698778 -0.03629570
## demo$ethnicity4 0.03638486 0.04101001 0.050127202 -0.03318449 0.04314207
## demo$ethnicity5 -0.03051570 -0.02431702 -0.013262133 -0.01023944 0.00869442
## demo$ethnicity6 0.02647858 0.03073344 0.036256866 -0.03475984 0.02914061
## demo$ethnicity7 0.01723630 0.04493150 0.017030481 -0.03467475 -0.05058142
## demo$ethnicity8 -0.05143210 -0.05758970 -0.008974375 -0.01148583 -0.07953616
## demo$ethnicity9 -0.06724465 -0.07750439 -0.068098762 0.04174625 -0.03842759
## 126 127 128 129
## (Intercept) 0.147334314 0.34299002 0.5447146190 0.173445709
## demo$ethnicity1 -0.012638203 0.06969283 0.0668393443 -0.087366399
## demo$ethnicity2 0.077435853 -0.02299002 -0.1220955714 0.116280824
## demo$ethnicity3 0.002665686 0.07636482 0.0849150106 -0.109615922
## demo$ethnicity4 0.020519341 -0.04615313 -0.0437933985 0.050127202
## demo$ethnicity5 -0.033261205 -0.01086240 0.0182528662 -0.013262133
## demo$ethnicity6 0.017236975 -0.01736226 -0.0256238131 0.036256866
## demo$ethnicity7 -0.004477171 -0.03529771 0.0007399265 0.017030481
## demo$ethnicity8 -0.055601714 -0.01210879 0.0182943527 -0.008974375
## demo$ethnicity9 -0.036645690 0.04112328 0.0588110220 -0.068098762
## 130 131 132 133 134
## (Intercept) 0.126089179 0.342743228 0.212127637 0.164892535 0.14143750
## demo$ethnicity1 -0.029893579 0.069939618 0.048590141 -0.074249595 -0.04524190
## demo$ethnicity2 0.086540758 -0.022743228 0.018595543 0.107040103 0.09619244
## demo$ethnicity3 -0.102833365 0.076611610 0.045015220 -0.077936013 -0.11818169
## demo$ethnicity4 0.056053132 -0.058901792 -0.014140607 0.049093084 0.04612487
## demo$ethnicity5 -0.009050791 -0.001356352 -0.018695068 -0.014513992 -0.02427006
## demo$ethnicity6 0.034201593 -0.016181762 -0.008337545 0.030582586 0.03401434
## demo$ethnicity7 0.031805557 -0.035050921 -0.012127637 0.005839172 0.06908882
## demo$ethnicity8 -0.047273027 -0.011862002 -0.053174367 -0.020303791 -0.02926717
## demo$ethnicity9 -0.071486973 0.041370072 0.005424725 -0.068651051 -0.07464017
## 135 136 137 138 139
## (Intercept) 0.12562084 0.14279294 0.17041206 0.140584738 0.227427425
## demo$ethnicity1 -0.00268944 -0.01419802 -0.08359264 0.023941028 0.019037479
## demo$ethnicity2 0.07212229 0.06507047 0.10660259 0.075324353 0.037778513
## demo$ethnicity3 -0.02562084 -0.06962220 -0.10374539 -0.012379610 0.029715432
## demo$ethnicity4 0.03638486 0.04439204 0.03859138 0.038378996 0.004898316
## demo$ethnicity5 -0.03051570 -0.02369458 -0.04044144 0.003295308 -0.026650349
## demo$ethnicity6 0.02647858 0.03378524 0.02801068 0.024660381 0.015974829
## demo$ethnicity7 0.01723630 0.02387373 0.07958794 -0.081761208 -0.027427425
## demo$ethnicity8 -0.05143210 -0.04353544 -0.01491274 -0.073730871 -0.023980273
## demo$ethnicity9 -0.06724465 -0.04724638 -0.06045032 -0.026747216 -0.009875063
## 140 141 142 143 144
## (Intercept) 0.14607637 0.12750383 0.136644612 0.137712422 0.13092703
## demo$ethnicity1 -0.04988077 -0.01033749 0.003638729 -0.025536610 -0.02986233
## demo$ethnicity2 0.09155357 0.05291597 0.050224074 0.078526894 0.08531228
## demo$ethnicity3 -0.07630893 -0.05433310 -0.008439484 -0.042474327 -0.08330799
## demo$ethnicity4 0.03593044 0.04709529 0.029610334 0.037840905 0.04462629
## demo$ethnicity5 -0.03395385 -0.01924559 -0.043941388 -0.009811657 -0.02585932
## demo$ethnicity6 0.02663949 0.03119339 0.019544349 0.028659956 0.02761576
## demo$ethnicity7 0.06444994 0.03916283 0.039825976 -0.002577287 0.05826215
## demo$ethnicity8 -0.03390604 -0.06335837 -0.051897528 -0.066464858 -0.04213561
## demo$ethnicity9 -0.06737428 -0.05761517 -0.049853874 -0.044701165 -0.07512653
## 145 146 147 148 149
## (Intercept) 0.384945963 0.17752643 0.207860705 0.386281625 0.15672654
## demo$ethnicity1 0.076447976 0.01298225 0.016516118 0.058445648 -0.06527900
## demo$ethnicity2 -0.040216618 0.04661968 0.036317924 -0.041552280 0.10113016
## demo$ethnicity3 0.081720703 0.01166276 0.014361518 0.080385042 -0.11127199
## demo$ethnicity4 -0.046760520 0.01108976 0.001789651 -0.061894293 0.04705624
## demo$ethnicity5 -0.001850210 -0.04125329 -0.036211526 0.006475965 -0.03290635
## demo$ethnicity6 -0.041046586 0.01292793 0.008777327 -0.011119520 0.02904459
## demo$ethnicity7 -0.024945963 0.00997357 0.017945747 -0.026281625 0.07404269
## demo$ethnicity8 -0.002772581 -0.02694225 -0.021259397 -0.004108242 -0.02234893
## demo$ethnicity9 0.048186677 -0.02906705 -0.025864270 0.046851015 -0.06783585
## 150 151 152 153
## (Intercept) 0.203065753 0.2549312335 0.127963947 0.2406594066
## demo$ethnicity1 -0.033747794 0.0581873037 -0.031768347 0.0438877021
## demo$ethnicity2 0.062244954 0.0306136296 0.084665990 0.0108992814
## demo$ethnicity3 -0.053065753 0.0391864135 -0.104708133 0.0534582405
## demo$ethnicity4 0.036413440 0.0041510527 0.054178364 -0.0306059969
## demo$ethnicity5 -0.024518574 0.0010102542 -0.006009696 -0.0158493389
## demo$ethnicity6 -0.003218325 -0.0162075202 0.043602805 -0.0097692212
## demo$ethnicity7 0.054077104 -0.0825174404 0.029930790 0.0007199037
## demo$ethnicity8 -0.036055090 -0.0335026621 -0.049147795 -0.0430403590
## demo$ethnicity9 -0.039727314 0.0003840157 -0.073361741 0.0146558427
## 154 155 156 157
## (Intercept) 0.13602682 0.127963947 0.5447146190 0.173445709
## demo$ethnicity1 0.01009786 -0.031768347 0.0668393443 -0.087366399
## demo$ethnicity2 0.07642220 0.084665990 -0.1220955714 0.116280824
## demo$ethnicity3 -0.03602682 -0.104708133 0.0849150106 -0.109615922
## demo$ethnicity4 0.04450693 0.054178364 -0.0437933985 0.050127202
## demo$ethnicity5 -0.01084260 -0.006009696 0.0182528662 -0.013262133
## demo$ethnicity6 0.02840421 0.043602805 -0.0256238131 0.036256866
## demo$ethnicity7 -0.05031253 0.029930790 0.0007399265 0.017030481
## demo$ethnicity8 -0.04223024 -0.049147795 0.0182943527 -0.008974375
## demo$ethnicity9 -0.05131660 -0.073361741 0.0588110220 -0.068098762
## 158 159 160 161 162
## (Intercept) 0.173445709 0.14693468 0.2710901632 0.157999716 0.14143750
## demo$ethnicity1 -0.087366399 -0.05073908 0.0386452866 0.032912195 -0.04524190
## demo$ethnicity2 0.116280824 0.09069526 0.0208079850 0.050017362 0.09619244
## demo$ethnicity3 -0.109615922 -0.07716724 0.0622431702 0.031189474 -0.11818169
## demo$ethnicity4 0.050127202 0.04567819 -0.0047188876 0.016938019 0.04612487
## demo$ethnicity5 -0.013262133 -0.03468311 -0.0210129389 -0.028604883 -0.02427006
## demo$ethnicity6 0.036256866 0.02271313 0.0000837421 0.009269601 0.03401434
## demo$ethnicity7 0.017030481 0.06359163 -0.0568044489 -0.032999716 0.06908882
## demo$ethnicity8 -0.008974375 -0.03476435 -0.0321278044 -0.069324949 -0.02926717
## demo$ethnicity9 -0.068098762 -0.06823259 0.0244071487 -0.009540332 -0.07464017
## 163 164 165 166 167
## (Intercept) 0.136389110 0.1421156293 0.130654437 0.13847521 0.19803355
## demo$ethnicity1 -0.044941570 0.0036729187 0.009985411 -0.03741051 0.03967661
## demo$ethnicity2 0.097077347 0.0556275103 0.070103139 0.07776411 0.04614508
## demo$ethnicity3 -0.136389110 -0.0421156293 -0.002449309 -0.04323711 0.02418868
## demo$ethnicity4 0.057164393 0.0434949783 0.029251303 0.04224608 0.00235755
## demo$ethnicity5 -0.007881967 -0.0102455142 -0.024430814 -0.03340750 -0.02695198
## demo$ethnicity6 0.040270542 0.0307556614 0.017854661 0.02566983 0.00897648
## demo$ethnicity7 0.043098069 0.0007415135 -0.013007378 0.05071398 -0.03674322
## demo$ethnicity8 -0.034551182 -0.0668375649 -0.064954972 -0.04968379 -0.03226557
## demo$ethnicity9 -0.071031089 -0.0442475183 -0.043863699 -0.07047959 -0.01603711
## 168 169 170 171
## (Intercept) 0.152938369 0.306114191 0.157999716 0.201009293
## demo$ethnicity1 0.018048328 0.061057635 0.032912195 0.059708485
## demo$ethnicity2 0.052121155 0.009314633 0.050017362 0.029713887
## demo$ethnicity3 0.004956368 0.068885809 0.031189474 0.056133564
## demo$ethnicity4 0.024300537 -0.036452858 0.016938019 -0.003022263
## demo$ethnicity5 -0.042780051 -0.011621398 -0.028604883 -0.023786568
## demo$ethnicity6 0.013693446 -0.013508242 0.009269601 -0.011365338
## demo$ethnicity7 -0.001423217 -0.046854932 -0.032999716 -0.067675960
## demo$ethnicity8 -0.036244469 -0.022841908 -0.069324949 -0.042056023
## demo$ethnicity9 -0.036164452 0.032224704 -0.009540332 0.016543069
## 172 173 174 175
## (Intercept) 0.142010528 0.2710901632 0.13346113 0.138262093
## demo$ethnicity1 0.016854956 0.0386452866 -0.03726553 -0.038118900
## demo$ethnicity2 0.047423996 0.0208079850 0.07916881 0.095204365
## demo$ethnicity3 0.015884209 0.0622431702 -0.06369369 -0.092807547
## demo$ethnicity4 0.021958423 -0.0047188876 0.05373169 0.055291410
## demo$ethnicity5 -0.038025050 -0.0210129389 -0.01642274 0.005514019
## demo$ethnicity6 0.010440396 0.0000837421 0.03230160 0.045782332
## demo$ethnicity7 0.009504623 -0.0568044489 0.02443361 -0.010056964
## demo$ethnicity8 -0.065757805 -0.0321278044 -0.05464498 -0.036424164
## demo$ethnicity9 -0.025236612 0.0244071487 -0.06695416 -0.084808834
## 176 177 178 179
## (Intercept) 0.194993998 0.120848287 0.235284265 0.18399326
## demo$ethnicity1 0.029382825 -0.003364479 0.049262844 -0.02588535
## demo$ethnicity2 0.049184631 0.073857227 0.034131566 0.03535198
## demo$ethnicity3 0.027228224 -0.047677556 0.058833382 -0.02609852
## demo$ethnicity4 0.005397098 0.048784721 -0.004066834 0.02272875
## demo$ethnicity5 -0.031575271 -0.012732490 -0.026641158 -0.03150310
## demo$ethnicity6 0.011848440 0.033505396 -0.004032088 0.02760182
## demo$ethnicity7 -0.033703675 -0.009737176 -0.062870472 0.08873401
## demo$ethnicity8 -0.029226024 -0.056702823 -0.037665217 -0.04646603
## demo$ethnicity9 -0.012997563 -0.063780136 0.020030985 -0.05333046
## 180 181 182 183 184
## (Intercept) 0.3825502655 0.17752643 0.12562084 0.136644612 0.152938369
## demo$ethnicity1 0.0621770073 0.01298225 -0.00268944 0.003638729 0.018048328
## demo$ethnicity2 -0.0378209207 0.04661968 0.07212229 0.050224074 0.052121155
## demo$ethnicity3 0.0841164012 0.01166276 -0.02562084 -0.008439484 0.004956368
## demo$ethnicity4 -0.0574367174 0.01108976 0.03638486 0.029610334 0.024300537
## demo$ethnicity5 0.0005454882 -0.04125329 -0.03051570 -0.043941388 -0.042780051
## demo$ethnicity6 -0.0258481204 0.01292793 0.02647858 0.019544349 0.013693446
## demo$ethnicity7 -0.0225502655 0.00997357 0.01723630 0.039825976 -0.001423217
## demo$ethnicity8 -0.0003768833 -0.02694225 -0.05143210 -0.051897528 -0.036244469
## demo$ethnicity9 0.0505823746 -0.02906705 -0.06724465 -0.049853874 -0.036164452
## 185 186 187 188
## (Intercept) 0.187842477 0.208977364 0.126641957 0.160126923
## demo$ethnicity1 0.036964453 0.037947311 -0.003710552 0.010859773
## demo$ethnicity2 0.039669484 0.021745817 0.069908813 0.027968315
## demo$ethnicity3 0.034379745 0.048165494 -0.026641957 -0.002232187
## demo$ethnicity4 0.017759387 -0.010990334 0.034267759 0.015889240
## demo$ethnicity5 -0.030959699 -0.023481303 -0.018266854 -0.028911258
## demo$ethnicity6 0.004222747 -0.005368267 0.022524548 0.003283385
## demo$ethnicity7 -0.026552155 -0.008977364 0.016215185 0.051994289
## demo$ethnicity8 -0.065130059 -0.050024093 -0.070971736 -0.063040867
## demo$ethnicity9 -0.005846043 0.008574998 -0.055107873 -0.029464118
## 189 190 191 192 193
## (Intercept) 0.141354552 0.15880698 0.5447146190 0.161891091 0.15137813
## demo$ethnicity1 0.023171214 0.03210493 0.0668393443 0.002278169 -0.06455871
## demo$ethnicity2 0.074554539 0.04921009 -0.1220955714 0.067906889 0.10182700
## demo$ethnicity3 -0.013149424 0.03038220 0.0849150106 -0.033685963 -0.12915591
## demo$ethnicity4 0.037609182 0.01613075 -0.0437933985 0.022628198 0.05774835
## demo$ethnicity5 -0.004208513 -0.03658061 0.0182528662 -0.009101583 -0.01669893
## demo$ethnicity6 0.019815388 0.00408233 -0.0256238131 0.027398816 0.03524894
## demo$ethnicity7 -0.082531022 -0.03380698 0.0007399265 0.014579498 0.04862187
## demo$ethnicity8 -0.055453066 -0.04993020 0.0182943527 -0.055787585 -0.02764285
## demo$ethnicity9 -0.027517030 -0.01034760 0.0588110220 -0.061586839 -0.06440793
## 194 195 196 197 198
## (Intercept) 0.14092245 0.259067745 0.299609382 0.15529455 0.1821764298
## demo$ethnicity1 -0.04947491 0.039272467 0.067562444 -0.01536771 0.0426305007
## demo$ethnicity2 0.09254401 0.028205229 -0.003411327 0.04546303 0.0286688653
## demo$ethnicity3 -0.09546790 0.035049902 0.075390618 -0.02708942 0.0400457924
## demo$ethnicity4 0.04721100 -0.023843083 -0.041059160 0.02268879 0.0041017629
## demo$ethnicity5 -0.01734836 -0.018424344 -0.014778424 -0.03570990 -0.0258612686
## demo$ethnicity6 0.03306341 0.003771823 -0.024358347 0.02370256 -0.0040224793
## demo$ethnicity7 0.03856473 -0.017688435 -0.040350123 0.07999957 -0.0208861072
## demo$ethnicity8 -0.03908452 -0.015416951 -0.016337099 -0.05034545 -0.0594640115
## demo$ethnicity9 -0.06393652 -0.003752496 0.038729513 -0.05499030 -0.0001799949
## 199 200 201 202 203
## (Intercept) 0.12173516 0.14143750 0.163688811 0.15880698 0.12562084
## demo$ethnicity1 -0.01567993 -0.04524190 0.022357758 0.03210493 -0.00268944
## demo$ethnicity2 0.07184253 0.09619244 0.066109169 0.04921009 0.07212229
## demo$ethnicity3 -0.04856443 -0.11818169 0.015798368 0.03038220 -0.02562084
## demo$ethnicity4 0.04101001 0.04612487 0.033802974 0.01613075 0.03638486
## demo$ethnicity5 -0.02431702 -0.02427006 0.003599258 -0.03658061 -0.03051570
## demo$ethnicity6 0.03073344 0.03401434 0.020783270 0.00408233 0.02647858
## demo$ethnicity7 0.04493150 0.06908882 -0.104865282 -0.03380698 0.01723630
## demo$ethnicity8 -0.05758970 -0.02926717 -0.059769307 -0.04993020 -0.05143210
## demo$ethnicity9 -0.07750439 -0.07464017 -0.022804506 -0.01034760 -0.06724465
## 204 205 206 207 208
## (Intercept) 0.157999716 0.141354552 0.173445709 0.143633984 0.12750383
## demo$ethnicity1 0.032912195 0.023171214 -0.087366399 -0.043490792 -0.01033749
## demo$ethnicity2 0.050017362 0.074554539 0.116280824 0.089832473 0.05291597
## demo$ethnicity3 0.031189474 -0.013149424 -0.109615922 -0.052724893 -0.05433310
## demo$ethnicity4 0.016938019 0.037609182 0.050127202 0.054857790 0.04709529
## demo$ethnicity5 -0.028604883 -0.004208513 -0.013262133 -0.004667877 -0.01924559
## demo$ethnicity6 0.009269601 0.019815388 0.036256866 0.034746018 0.03119339
## demo$ethnicity7 -0.032999716 -0.082531022 0.017030481 -0.015428856 0.03916283
## demo$ethnicity8 -0.069324949 -0.055453066 -0.008974375 -0.041796056 -0.06335837
## demo$ethnicity9 -0.009540332 -0.027517030 -0.068098762 -0.078552818 -0.05761517
## 209 210 211 212 213
## (Intercept) 0.16934975 0.194993998 0.1218447402 0.13296374 0.435636630
## demo$ethnicity1 0.01413694 0.029382825 -0.0043609320 -0.01169702 0.060634992
## demo$ethnicity2 0.06428120 0.049184631 0.0717329541 0.08327557 -0.065374646
## demo$ethnicity3 -0.01145501 0.027228224 -0.0486740084 -0.03772565 0.081604749
## demo$ethnicity4 0.03117820 0.005397098 0.0467483806 0.04828759 -0.053454676
## demo$ethnicity5 -0.01057636 -0.031575271 -0.0008437892 0.01107459 0.012652245
## demo$ethnicity6 0.01741785 0.011848440 0.0296471509 0.03234637 -0.021173049
## demo$ethnicity7 -0.01783460 -0.033703675 -0.0107336290 -0.05188266 -0.018969963
## demo$ethnicity8 -0.07103820 -0.029226024 -0.0757172940 -0.06171618 0.001958646
## demo$ethnicity9 -0.03868695 -0.012997563 -0.0519560762 -0.06464761 0.050118356
## 214 215 216 217
## (Intercept) 0.5447146190 0.204608531 0.15873994 0.3944546800
## demo$ethnicity1 0.0668393443 0.046434959 -0.01295139 0.0502725927
## demo$ethnicity2 -0.1220955714 0.022903431 0.06603022 -0.0288920020
## demo$ethnicity3 0.0849150106 0.017613692 -0.05873994 0.0722119866
## demo$ethnicity4 -0.0437933985 0.002516572 0.03271862 -0.0308516621
## demo$ethnicity5 0.0182528662 0.001109619 -0.02671988 -0.0007769157
## demo$ethnicity6 -0.0256238131 0.000906832 0.03058063 -0.0072732225
## demo$ethnicity7 0.0007399265 -0.043318208 0.04126006 -0.0344546800
## demo$ethnicity8 0.0182943527 -0.059673890 -0.04739950 -0.0122812978
## demo$ethnicity9 0.0588110220 0.006825134 -0.04771394 0.0386779600
## 218 219 220 221
## (Intercept) 0.5447146190 0.130070304 0.117095499 0.132461885
## demo$ethnicity1 0.0668393443 -0.017894491 -0.016030798 -0.009866614
## demo$ethnicity2 -0.1220955714 0.087237389 0.073502792 0.050575373
## demo$ethnicity3 0.0849150106 -0.082451256 -0.069476451 -0.032461885
## demo$ethnicity4 -0.0437933985 0.052169024 0.052902272 0.034620671
## demo$ethnicity5 0.0182528662 -0.014556083 -0.007136834 -0.037206789
## demo$ethnicity6 -0.0256238131 0.030344306 0.037433079 0.024139601
## demo$ethnicity7 0.0007399265 0.005064831 0.018039636 0.067538115
## demo$ethnicity8 0.0182943527 -0.041278881 -0.062514602 -0.058273145
## demo$ethnicity9 0.0588110220 -0.061754169 -0.073794999 -0.060927800
## 222 223 224 225 226
## (Intercept) 0.173445709 0.14092245 0.14060902 0.5447146190 0.16225607
## demo$ethnicity1 -0.087366399 -0.04947491 -0.03360261 0.0668393443 0.01658570
## demo$ethnicity2 0.116280824 0.09254401 0.09803443 -0.1220955714 0.09192586
## demo$ethnicity3 -0.109615922 -0.09546790 -0.11735320 0.0849150106 -0.01225607
## demo$ethnicity4 0.050127202 0.04721100 0.05344880 -0.0437933985 0.04265369
## demo$ethnicity5 -0.013262133 -0.01734836 -0.01323471 0.0182528662 0.01123908
## demo$ethnicity6 0.036256866 0.03306341 0.03670003 -0.0256238131 0.03076183
## demo$ethnicity7 0.017030481 0.03856473 0.01728572 0.0007399265 -0.13368464
## demo$ethnicity8 -0.008974375 -0.03908452 -0.02843869 0.0182943527 -0.03130778
## demo$ethnicity9 -0.068098762 -0.06393652 -0.06160205 0.0588110220 -0.05121183
## 227 228 229 230
## (Intercept) 0.385632330 0.125722851 0.117095499 0.137691650
## demo$ethnicity1 0.059094943 0.008973260 -0.016030798 0.002591692
## demo$ethnicity2 -0.040902985 0.072020288 0.073502792 0.047914410
## demo$ethnicity3 0.081034337 -0.025722851 -0.069476451 -0.009486522
## demo$ethnicity4 -0.048173103 0.042288857 0.052902272 0.027406537
## demo$ethnicity5 0.007125260 -0.006386585 -0.007136834 -0.031309974
## demo$ethnicity6 -0.029464944 0.025340336 0.037433079 0.015489659
## demo$ethnicity7 -0.025632330 -0.040008566 0.018039636 0.038778938
## demo$ethnicity8 -0.003458948 -0.070052630 -0.062514602 -0.071992184
## demo$ethnicity9 0.047500310 -0.041012635 -0.073794999 -0.037387399
## 231 232 233 234 235
## (Intercept) 0.431712267 0.15230144 0.254544725 0.13759619 0.15792990
## demo$ethnicity1 0.064559355 -0.04042593 0.058081201 -0.03653149 -0.04605438
## demo$ethnicity2 -0.061450283 0.07675839 0.014871106 0.07864313 0.07112993
## demo$ethnicity3 0.085529112 -0.10468239 0.039572922 -0.04235809 -0.06269180
## demo$ethnicity4 -0.048713319 0.04035340 -0.012151604 0.03225913 0.03989290
## demo$ethnicity5 0.006475598 -0.03651622 0.006238205 -0.03266398 -0.04717113
## demo$ethnicity6 -0.036739816 0.02787580 -0.008167642 0.02969840 0.01629667
## demo$ethnicity7 -0.015045600 0.09094180 -0.082130932 0.05159300 0.08531335
## demo$ethnicity8 0.005883009 -0.02929949 -0.033116154 -0.04880476 -0.03492795
## demo$ethnicity9 0.054042719 -0.05898530 0.032051072 -0.06960056 -0.05241864
## 236 237 238 239
## (Intercept) 0.137691650 0.15242298 0.142010528 0.302408570
## demo$ethnicity1 0.002591692 -0.04024717 0.016854956 0.064763256
## demo$ethnicity2 0.047914410 0.08945736 0.047423996 -0.006210516
## demo$ethnicity3 -0.009486522 -0.05718488 0.015884209 0.072591430
## demo$ethnicity4 0.027406537 0.03955187 0.021958423 -0.032747237
## demo$ethnicity5 -0.031309974 -0.02927767 -0.038025050 -0.008688724
## demo$ethnicity6 0.015489659 0.01481406 0.010440396 -0.027603168
## demo$ethnicity7 0.038778938 0.03676621 0.009504623 -0.043149311
## demo$ethnicity8 -0.071992184 -0.04696489 -0.065757805 -0.019136287
## demo$ethnicity9 -0.037387399 -0.04691172 -0.025236612 0.035930325
## 240 241 242 243
## (Intercept) 0.3421202664 0.137691650 0.299609382 0.433195957
## demo$ethnicity1 0.0705625802 0.002591692 0.067562444 0.063075665
## demo$ethnicity2 -0.0221202664 0.047914410 -0.003411327 -0.062933973
## demo$ethnicity3 0.0772345723 -0.009486522 0.075390618 0.084045422
## demo$ethnicity4 -0.0459331511 0.027406537 -0.041059160 -0.050197009
## demo$ethnicity5 -0.0007333906 -0.031309974 -0.014778424 0.004991907
## demo$ethnicity6 -0.0335793416 0.015489659 -0.024358347 -0.024678614
## demo$ethnicity7 -0.0344279587 0.038778938 -0.040350123 -0.016529290
## demo$ethnicity8 -0.0112390403 -0.071992184 -0.016337099 0.004399319
## demo$ethnicity9 0.0419930341 -0.037387399 0.038729513 0.052559029
## 244 245 246 247
## (Intercept) 0.15588799 0.1812917113 0.19803355 0.3421202664
## demo$ethnicity1 -0.06444045 0.0043983518 0.03967661 0.0705625802
## demo$ethnicity2 0.10196871 0.0636577836 0.04614508 -0.0221202664
## demo$ethnicity3 -0.11043344 -0.0018045319 0.02418868 0.0772345723
## demo$ethnicity4 0.03753647 0.0290852281 0.00235755 -0.0459331511
## demo$ethnicity5 -0.03219085 -0.0008006664 -0.02695198 -0.0007333906
## demo$ethnicity6 0.03287377 0.0289961687 0.00897648 -0.0335793416
## demo$ethnicity7 0.07488124 -0.0636446525 -0.03674322 -0.0344279587
## demo$ethnicity8 -0.02151038 -0.0381225682 -0.03226557 -0.0112390403
## demo$ethnicity9 -0.06699730 -0.0404074060 -0.01603711 0.0419930341
## 248 249 250 251 252
## (Intercept) 0.269401386 0.14760374 0.15057099 0.243867762 0.12173516
## demo$ethnicity1 0.040334064 -0.01324376 -0.03839518 0.054965061 -0.01567993
## demo$ethnicity2 0.022496762 0.06365292 0.09237773 0.025548069 0.07184253
## demo$ethnicity3 0.063931948 -0.04760374 -0.05533290 0.050249885 -0.04856443
## demo$ethnicity4 -0.025252332 0.04228893 0.03152589 0.018614700 0.04101001
## demo$ethnicity5 -0.010777153 -0.02641028 -0.04008323 -0.026994202 -0.02431702
## demo$ethnicity6 0.001576441 0.02683054 0.02260963 -0.002111384 0.03073344
## demo$ethnicity7 -0.055115672 0.05239626 0.03861820 -0.071453969 0.04493150
## demo$ethnicity8 -0.030439027 -0.05380715 -0.02756904 -0.046248714 -0.05758970
## demo$ethnicity9 0.026095926 -0.07606965 -0.05755973 0.011447487 -0.07750439
## 253 254 255 256
## (Intercept) 0.195053730 0.136389110 0.142010528 0.126641957
## demo$ethnicity1 0.042656426 -0.044941570 0.016854956 -0.003710552
## demo$ethnicity2 0.049124899 0.097077347 0.047423996 0.069908813
## demo$ethnicity3 0.027168492 -0.136389110 0.015884209 -0.026641957
## demo$ethnicity4 0.012071373 0.057164393 0.021958423 0.034267759
## demo$ethnicity5 -0.004405823 -0.007881967 -0.038025050 -0.018266854
## demo$ethnicity6 0.010449662 0.040270542 0.010440396 0.022524548
## demo$ethnicity7 -0.098279536 0.043098069 0.009504623 0.016215185
## demo$ethnicity8 -0.050119089 -0.034551182 -0.065757805 -0.070971736
## demo$ethnicity9 0.016379935 -0.071031089 -0.025236612 -0.055107873
## 257 258 259 260
## (Intercept) 0.350505012 0.226737534 0.1462526852 0.5447146190
## demo$ethnicity1 0.062177835 0.033520473 -0.0001280028 0.0668393443
## demo$ethnicity2 -0.010505012 0.038468405 0.0650039679 -0.1220955714
## demo$ethnicity3 0.068849827 0.030405323 -0.0462526852 0.0849150106
## demo$ethnicity4 -0.029626539 -0.004512803 0.0397858214 -0.0437933985
## demo$ethnicity5 -0.008276385 -0.025960458 -0.0209185178 0.0182528662
## demo$ethnicity6 -0.012506560 0.007601540 0.0155088072 -0.0256238131
## demo$ethnicity7 -0.042812704 -0.026737534 -0.0033955423 0.0007399265
## demo$ethnicity8 -0.019623786 -0.023290382 -0.0545200857 0.0182943527
## demo$ethnicity9 0.033608289 -0.009185172 -0.0220505478 0.0588110220
## 261 262 263 264
## (Intercept) 0.136644612 0.299390056 0.299390056 0.12798590
## demo$ethnicity1 0.003638729 0.067781770 0.067781770 -0.02290141
## demo$ethnicity2 0.050224074 -0.003192001 -0.003192001 0.08464404
## demo$ethnicity3 -0.008439484 0.075609944 0.075609944 -0.05821846
## demo$ethnicity4 0.029610334 -0.053120535 -0.053120535 0.05415641
## demo$ethnicity5 -0.043941388 -0.005670209 -0.005670209 0.00467941
## demo$ethnicity6 0.019544349 -0.023294664 -0.023294664 0.03983924
## demo$ethnicity7 0.039825976 -0.040130797 -0.040130797 -0.02272274
## demo$ethnicity8 -0.051897528 -0.016117773 -0.016117773 -0.04916975
## demo$ethnicity9 -0.049853874 0.038948839 0.038948839 -0.08557882
## 265 266 267 268
## (Intercept) 0.1319907775 0.164892535 0.152881903 0.120848287
## demo$ethnicity1 -0.0107240562 -0.074249595 0.018483581 -0.003364479
## demo$ethnicity2 0.0853169148 0.107040103 0.050838335 0.073857227
## demo$ethnicity3 -0.0367526822 -0.077936013 0.005012834 -0.047677556
## demo$ethnicity4 0.0502485498 0.049093084 0.017821055 0.048784721
## demo$ethnicity5 -0.0004744919 -0.014513992 -0.021833072 -0.012732490
## demo$ethnicity6 0.0361133597 0.030582586 0.005673130 0.033505396
## demo$ethnicity7 -0.0509096964 0.005839172 -0.001366752 -0.009737176
## demo$ethnicity8 -0.0431993545 -0.020303791 -0.055795846 -0.056702823
## demo$ethnicity9 -0.0761746424 -0.068651051 -0.036107986 -0.063780136
## 269 270 271 272 273
## (Intercept) 0.184188872 0.12173516 0.12562084 0.339835748 0.132563891
## demo$ethnicity1 0.027284725 -0.01567993 -0.00268944 0.056847099 0.001796085
## demo$ethnicity2 0.043323090 0.07184253 0.07212229 -0.019835748 0.050473366
## demo$ethnicity3 0.038033351 -0.04856443 -0.02562084 0.079519091 -0.032563891
## demo$ethnicity4 0.002089321 0.04101001 0.03638486 -0.055994312 0.040524671
## demo$ethnicity5 -0.034713500 -0.02431702 -0.03051570 0.001551128 -0.013077677
## demo$ethnicity6 0.003002882 0.03073344 0.02647858 -0.019156635 0.023001360
## demo$ethnicity7 -0.022898549 0.04493150 0.01723630 -0.032143440 0.010293252
## demo$ethnicity8 -0.040643120 -0.05758970 -0.05143210 -0.008954522 -0.076893670
## demo$ethnicity9 -0.002192437 -0.07750439 -0.06724465 0.044277552 -0.034695780
## 274 275 276 277
## (Intercept) 0.15672654 0.216255553 0.302015402 0.126089179
## demo$ethnicity1 -0.06527900 0.016876018 0.049771809 -0.029893579
## demo$ethnicity2 0.10113016 0.031709006 -0.005817347 0.086540758
## demo$ethnicity3 -0.11127199 0.040887304 0.072984598 -0.102833365
## demo$ethnicity4 0.04705624 0.001494322 -0.020658162 0.056053132
## demo$ethnicity5 -0.03290635 -0.029875319 -0.017184444 -0.009050791
## demo$ethnicity6 0.02904459 0.006805377 -0.015457326 0.034201593
## demo$ethnicity7 0.07404269 -0.016255553 -0.042756142 0.031805557
## demo$ethnicity8 -0.02234893 -0.035796907 -0.018743118 -0.047273027
## demo$ethnicity9 -0.06783585 0.001296809 0.036323493 -0.071486973
## 278 279 280 281
## (Intercept) 0.1517791326 0.279209196 0.131542778 0.183003643
## demo$ethnicity1 -0.0117556419 0.030526254 0.002817198 0.041803287
## demo$ethnicity2 0.0681143511 -0.005829567 0.052686848 0.027841652
## demo$ethnicity3 -0.0786084009 0.054124137 -0.031542778 0.039218579
## demo$ethnicity4 0.0405387926 -0.012837921 0.042641769 0.003274550
## demo$ethnicity5 -0.0001478099 -0.029131972 -0.025326519 -0.034095889
## demo$ethnicity6 0.0157722923 -0.013382884 0.026955389 -0.009399957
## demo$ethnicity7 0.0148875341 0.006505090 0.011314364 -0.021713321
## demo$ethnicity8 -0.0514920323 -0.017258332 -0.057354039 -0.039457892
## demo$ethnicity9 -0.0434120611 0.016288116 -0.046832562 -0.001007208
## 282 283 284 285 286
## (Intercept) 0.13284675 0.303007099 0.117095499 0.137712422 0.222459326
## demo$ethnicity1 -0.03178205 0.064164727 -0.016030798 -0.025536610 0.024465348
## demo$ethnicity2 0.08339256 -0.006809044 0.073502792 0.078526894 0.008263854
## demo$ethnicity3 -0.08522771 0.071992901 -0.069476451 -0.042474327 0.034683531
## demo$ethnicity4 0.04270657 -0.045041672 0.052902272 0.037840905 -0.004270276
## demo$ethnicity5 -0.02275259 -0.009287252 -0.007136834 -0.009811657 -0.036352765
## demo$ethnicity6 0.03724896 -0.011059911 0.037433079 0.028659956 -0.009270876
## demo$ethnicity7 0.05634244 -0.043747840 0.018039636 -0.002577287 0.044207341
## demo$ethnicity8 -0.04405533 -0.019734816 -0.062514602 -0.066464858 -0.042000680
## demo$ethnicity9 -0.07704625 0.035331796 -0.073794999 -0.044701165 -0.004906964
## 287 288 289 290
## (Intercept) 0.1764568413 0.12750383 0.183361658 0.120848287
## demo$ethnicity1 0.0398582952 -0.01033749 0.028111939 -0.003364479
## demo$ethnicity2 0.0315602365 0.05291597 0.044150303 0.073857227
## demo$ethnicity3 0.0127323479 -0.05433310 0.038860564 -0.047677556
## demo$ethnicity4 0.0186952918 0.04709529 0.002916534 0.048784721
## demo$ethnicity5 -0.0143012910 -0.01924559 -0.026478880 -0.012732490
## demo$ethnicity6 -0.0003382123 0.03119339 0.008380360 0.033505396
## demo$ethnicity7 -0.0514568413 0.03916283 -0.022071336 -0.009737176
## demo$ethnicity8 -0.0460746787 -0.06335837 -0.060649240 -0.056702823
## demo$ethnicity9 0.0005973137 -0.05761517 -0.001365223 -0.063780136
## 291 292 293 294 295
## (Intercept) 0.164441289 0.152938369 0.15588799 0.13602682 0.13759619
## demo$ethnicity1 -0.058854819 0.018048328 -0.06444045 0.01009786 -0.03653149
## demo$ethnicity2 0.113489114 0.052121155 0.10196871 0.07642220 0.07864313
## demo$ethnicity3 -0.097774622 0.004956368 -0.11043344 -0.03602682 -0.04235809
## demo$ethnicity4 0.045875926 0.024300537 0.03753647 0.04450693 0.03225913
## demo$ethnicity5 -0.009784531 -0.042780051 -0.03219085 -0.01084260 -0.03266398
## demo$ethnicity6 0.037818202 0.013693446 0.03287377 0.02840421 0.02969840
## demo$ethnicity7 -0.014441289 -0.001423217 0.07488124 -0.05031253 0.05159300
## demo$ethnicity8 -0.008941970 -0.036244469 -0.02151038 -0.04223024 -0.04880476
## demo$ethnicity9 -0.065830597 -0.036164452 -0.06699730 -0.05131660 -0.06960056
## 296 297 298 299
## (Intercept) 0.26239237 0.130654437 0.1521502207 0.120848287
## demo$ethnicity1 0.06215790 0.009985411 0.0188364755 -0.003364479
## demo$ethnicity2 0.01098726 0.070103139 0.0529093031 0.073857227
## demo$ethnicity3 0.07094097 -0.002449309 0.0057445162 -0.047677556
## demo$ethnicity4 -0.03993643 0.029251303 0.0250886851 0.048784721
## demo$ethnicity5 -0.01302739 -0.024430814 -0.0350474589 -0.012732490
## demo$ethnicity6 -0.01777663 0.017854661 0.0187036657 0.033505396
## demo$ethnicity7 -0.04810665 -0.013007378 -0.0006350692 -0.009737176
## demo$ethnicity8 -0.02343001 -0.064954972 -0.0550641640 -0.056702823
## demo$ethnicity9 0.03310495 -0.043863699 -0.0353763039 -0.063780136
## 300 301 302 303
## (Intercept) 0.173445709 0.136389110 0.240909388 0.127963947
## demo$ethnicity1 -0.087366399 -0.044941570 0.005555516 -0.031768347
## demo$ethnicity2 0.116280824 0.097077347 0.024296551 0.084665990
## demo$ethnicity3 -0.109615922 -0.136389110 0.016233469 -0.104708133
## demo$ethnicity4 0.050127202 0.057164393 0.011618374 0.054178364
## demo$ethnicity5 -0.013262133 -0.007881967 -0.039521811 -0.006009696
## demo$ethnicity6 0.036256866 0.040270542 0.012072220 0.043602805
## demo$ethnicity7 0.017030481 0.043098069 0.025757279 0.029930790
## demo$ethnicity8 -0.008974375 -0.034551182 -0.015956859 -0.049147795
## demo$ethnicity9 -0.068098762 -0.071031089 -0.023357026 -0.073361741
## 304 305 306 307
## (Intercept) 0.3720734444 0.214231678 0.117095499 0.159136193
## demo$ethnicity1 0.0559940175 0.023478479 -0.016030798 0.024350503
## demo$ethnicity2 -0.0320734444 0.028431799 0.073502792 0.030298331
## demo$ethnicity3 0.0472813943 0.007990545 -0.069476451 -0.001241456
## demo$ethnicity4 -0.0394764536 0.003707623 0.052902272 0.024451919
## demo$ethnicity5 0.0281958035 -0.012442013 -0.007136834 -0.016391455
## demo$ethnicity6 -0.0006943265 0.017300167 0.037433079 0.006187395
## demo$ethnicity7 -0.0643811367 0.011574774 0.018039636 -0.007621041
## demo$ethnicity8 -0.0145255517 -0.069297037 -0.062514602 -0.062050136
## demo$ethnicity9 0.0465636656 -0.017529360 -0.073794999 -0.014563048
## 308 309 310 311
## (Intercept) 0.165115334 0.289516006 0.16830535 0.353058553
## demo$ethnicity1 0.025796577 0.049319973 0.02986243 0.043624294
## demo$ethnicity2 0.026772712 0.002382142 0.09053303 -0.013058553
## demo$ethnicity3 0.024073855 0.043817327 0.01118182 0.066296286
## demo$ethnicity4 0.009822400 -0.022360202 0.03572238 -0.008138494
## demo$ethnicity5 -0.035720501 0.014528599 0.01850912 -0.010829926
## demo$ethnicity6 -0.002370904 -0.003667397 0.02224912 -0.003176559
## demo$ethnicity7 0.022384666 -0.075230292 -0.16830535 -0.045366245
## demo$ethnicity8 -0.056238548 -0.025862289 -0.04418383 -0.022177327
## demo$ethnicity9 -0.016655950 0.038272973 -0.02742105 0.031054748
## 312
## (Intercept) 0.5447146190
## demo$ethnicity1 0.0668393443
## demo$ethnicity2 -0.1220955714
## demo$ethnicity3 0.0849150106
## demo$ethnicity4 -0.0437933985
## demo$ethnicity5 0.0182528662
## demo$ethnicity6 -0.0256238131
## demo$ethnicity7 0.0007399265
## demo$ethnicity8 0.0182943527
## demo$ethnicity9 0.0588110220
##
## $f.perms
## [,1]
## [1,] 0.4683374
## [2,] 0.7280549
## [3,] 0.4648045
## [4,] 0.7129402
## [5,] 1.8409873
## [6,] 0.8878272
## [7,] 1.5714148
## [8,] 0.6882203
## [9,] 0.9227373
## [10,] 0.7347761
## [11,] 0.4454919
## [12,] 0.8145045
## [13,] 0.7527605
## [14,] 0.8235912
## [15,] 1.7112615
## [16,] 1.3263223
## [17,] 0.7437949
## [18,] 0.4059510
## [19,] 0.8522787
## [20,] 0.7438084
## [21,] 0.8212694
## [22,] 0.5749739
## [23,] 0.7089525
## [24,] 0.6927180
## [25,] 0.5750843
## [26,] 0.6904008
## [27,] 0.3373787
## [28,] 0.8729271
## [29,] 0.8306023
## [30,] 0.4280847
## [31,] 1.3337392
## [32,] 0.8606832
## [33,] 1.9264696
## [34,] 0.4253623
## [35,] 1.1681425
## [36,] 0.9889100
## [37,] 1.4483555
## [38,] 0.8197366
## [39,] 1.4475515
## [40,] 0.7969249
## [41,] 1.0026192
## [42,] 0.9627962
## [43,] 1.5218170
## [44,] 0.6729091
## [45,] 0.6367748
## [46,] 1.3206566
## [47,] 1.2803606
## [48,] 0.7830208
## [49,] 0.9295006
## [50,] 1.5330553
## [51,] 1.0475262
## [52,] 1.3739572
## [53,] 0.8167112
## [54,] 0.5746866
## [55,] 0.9289916
## [56,] 0.9433352
## [57,] 0.9330261
## [58,] 0.7539571
## [59,] 0.6767179
## [60,] 0.7677759
## [61,] 0.9152209
## [62,] 0.6464138
## [63,] 1.8566730
## [64,] 0.6675125
## [65,] 0.9496509
## [66,] 0.9975234
## [67,] 2.2178876
## [68,] 0.6712188
## [69,] 1.1637414
## [70,] 0.3973294
## [71,] 0.7721106
## [72,] 0.4836849
## [73,] 1.3936045
## [74,] 0.4684677
## [75,] 0.5743194
## [76,] 0.3819613
## [77,] 0.7384279
## [78,] 0.8592165
## [79,] 0.8124845
## [80,] 1.2554511
## [81,] 0.9947545
## [82,] 0.8565677
## [83,] 1.1315297
## [84,] 1.0345182
## [85,] 0.8173531
## [86,] 0.3316704
## [87,] 0.4774296
## [88,] 1.1283421
## [89,] 1.0904349
## [90,] 1.3266021
## [91,] 0.9776658
## [92,] 1.6388809
## [93,] 1.2407657
## [94,] 0.6203998
## [95,] 1.0473075
## [96,] 1.5686955
## [97,] 1.0012576
## [98,] 1.2287398
## [99,] 0.8241254
## [100,] 0.6557234
## [101,] 1.2722843
## [102,] 1.1133380
## [103,] 0.8575403
## [104,] 0.6945889
## [105,] 0.6757422
## [106,] 0.7952953
## [107,] 1.4458632
## [108,] 0.6666749
## [109,] 0.7682976
## [110,] 0.7744787
## [111,] 2.0547859
## [112,] 1.3037610
## [113,] 1.5981710
## [114,] 0.9604634
## [115,] 2.8751054
## [116,] 0.9349788
## [117,] 1.5111776
## [118,] 1.4560180
## [119,] 1.6785515
## [120,] 0.9076294
## [121,] 0.4428247
## [122,] 1.3878954
## [123,] 0.7405731
## [124,] 1.2375142
## [125,] 1.2337026
## [126,] 0.8440807
## [127,] 1.1153002
## [128,] 0.4846506
## [129,] 1.0694133
## [130,] 0.7065527
## [131,] 1.0405763
## [132,] 1.0898075
## [133,] 1.2443068
## [134,] 0.3508849
## [135,] 1.2216621
## [136,] 1.2053340
## [137,] 0.6596428
## [138,] 0.6670793
## [139,] 1.0636459
## [140,] 0.8219748
## [141,] 0.3242276
## [142,] 0.9445283
## [143,] 0.7445714
## [144,] 1.0230212
## [145,] 1.7800514
## [146,] 1.8305889
## [147,] 0.6507222
## [148,] 0.4184642
## [149,] 1.0180500
## [150,] 1.4257737
## [151,] 1.8850394
## [152,] 0.5792000
## [153,] 1.8602190
## [154,] 1.5717300
## [155,] 0.7005227
## [156,] 1.5179444
## [157,] 1.4518684
## [158,] 1.3066717
## [159,] 0.7583318
## [160,] 1.2513857
## [161,] 0.8886647
## [162,] 1.1136380
## [163,] 1.0586198
## [164,] 1.7946483
## [165,] 0.7728829
## [166,] 1.4655043
## [167,] 0.6795935
## [168,] 0.7448303
## [169,] 1.4706303
## [170,] 0.9236021
## [171,] 1.0042034
## [172,] 1.3409525
## [173,] 2.4631423
## [174,] 0.6869200
## [175,] 0.5589936
## [176,] 1.3041079
## [177,] 1.4813753
## [178,] 0.7463182
## [179,] 0.4822961
## [180,] 1.2667000
## [181,] 0.6595254
## [182,] 0.9783390
## [183,] 1.0379466
## [184,] 0.8149158
## [185,] 0.9469769
## [186,] 0.5928518
## [187,] 1.3587406
## [188,] 0.8872569
## [189,] 0.7460716
## [190,] 0.9857681
## [191,] 0.9001799
## [192,] 1.7899661
## [193,] 0.8091372
## [194,] 1.4214387
## [195,] 1.2856816
## [196,] 1.0454451
## [197,] 0.4673650
## [198,] 0.3590837
## [199,] 1.4401437
## [200,] 0.9206282
## [201,] 0.5851703
## [202,] 0.9222146
## [203,] 1.1570243
## [204,] 1.3484049
## [205,] 1.8804407
## [206,] 1.2865839
## [207,] 0.9854018
## [208,] 1.2966073
## [209,] 0.5335184
## [210,] 0.8510436
## [211,] 0.9139390
## [212,] 0.7214826
## [213,] 1.1806886
## [214,] 1.1537407
## [215,] 0.8013128
## [216,] 1.6324824
## [217,] 1.4931708
## [218,] 1.1170575
## [219,] 1.3602626
## [220,] 0.8098426
## [221,] 1.2243429
## [222,] 1.1172588
## [223,] 0.9591102
## [224,] 2.6724687
## [225,] 0.8022283
## [226,] 2.4190221
## [227,] 1.8633193
## [228,] 1.0442501
## [229,] 0.6131876
## [230,] 0.6537200
## [231,] 0.4970496
## [232,] 0.7370967
## [233,] 0.7503526
## [234,] 0.7272355
## [235,] 0.4240852
## [236,] 1.1116046
## [237,] 0.7306163
## [238,] 0.4971431
## [239,] 1.4976850
## [240,] 1.3536212
## [241,] 0.5036332
## [242,] 0.7192094
## [243,] 0.6260198
## [244,] 0.7666828
## [245,] 0.7415737
## [246,] 0.9789673
## [247,] 0.4595507
## [248,] 1.7899788
## [249,] 0.3990467
## [250,] 1.3832511
## [251,] 0.6918498
## [252,] 1.1080376
## [253,] 1.8327807
## [254,] 0.8338781
## [255,] 0.4263751
## [256,] 0.6505833
## [257,] 1.5248123
## [258,] 1.1169066
## [259,] 0.6682818
## [260,] 2.3907626
## [261,] 1.1714912
## [262,] 1.4934261
## [263,] 0.9095189
## [264,] 0.8691145
## [265,] 1.2044523
## [266,] 0.4274197
## [267,] 0.4318869
## [268,] 0.4770347
## [269,] 0.9157649
## [270,] 0.4548034
## [271,] 1.5006238
## [272,] 1.6028095
## [273,] 0.8890464
## [274,] 0.8461390
## [275,] 0.7868693
## [276,] 0.8705852
## [277,] 0.9434275
## [278,] 1.1137063
## [279,] 0.5727140
## [280,] 0.8762949
## [281,] 0.6796168
## [282,] 0.6907599
## [283,] 0.2925131
## [284,] 0.6394346
## [285,] 0.7258875
## [286,] 0.7726226
## [287,] 1.3761813
## [288,] 2.1983943
## [289,] 0.4437279
## [290,] 0.5774277
## [291,] 0.9868325
## [292,] 0.7309672
## [293,] 1.6488805
## [294,] 0.7510602
## [295,] 1.2442451
## [296,] 0.6137624
## [297,] 1.0877141
## [298,] 0.4498651
## [299,] 0.7210696
## [300,] 1.8018574
## [301,] 0.4835283
## [302,] 0.8449466
## [303,] 1.1780539
## [304,] 0.6483347
## [305,] 0.9284030
## [306,] 1.4083664
## [307,] 0.7859617
## [308,] 1.2773897
## [309,] 0.4062656
## [310,] 1.5966352
## [311,] 1.6998638
## [312,] 0.7791915
## [313,] 1.7447219
## [314,] 0.8891797
## [315,] 0.9291561
## [316,] 1.3880822
## [317,] 0.7823822
## [318,] 1.6436810
## [319,] 1.1067224
## [320,] 0.8525452
## [321,] 0.4549010
## [322,] 0.8326249
## [323,] 1.1816644
## [324,] 0.9308997
## [325,] 1.0408643
## [326,] 1.5292847
## [327,] 0.4804340
## [328,] 0.5424749
## [329,] 0.7581965
## [330,] 1.0408445
## [331,] 1.2684938
## [332,] 1.6744745
## [333,] 1.1212061
## [334,] 0.5061189
## [335,] 0.9525374
## [336,] 1.2879517
## [337,] 0.8495908
## [338,] 0.7159909
## [339,] 0.5153517
## [340,] 1.8862213
## [341,] 1.8012921
## [342,] 1.3334560
## [343,] 1.3773558
## [344,] 0.5899718
## [345,] 0.5291696
## [346,] 0.5429935
## [347,] 0.7014591
## [348,] 1.0157472
## [349,] 1.7454070
## [350,] 0.6916316
## [351,] 0.9125889
## [352,] 0.7225374
## [353,] 0.5444216
## [354,] 1.7341941
## [355,] 0.6913295
## [356,] 0.8399544
## [357,] 0.5805856
## [358,] 1.5406676
## [359,] 1.3514453
## [360,] 1.5272757
## [361,] 1.5364559
## [362,] 1.3526106
## [363,] 2.0149980
## [364,] 0.5304281
## [365,] 0.8139007
## [366,] 0.9237967
## [367,] 1.0631576
## [368,] 0.6006173
## [369,] 0.8833177
## [370,] 1.0910147
## [371,] 1.1356290
## [372,] 0.3678046
## [373,] 0.5748156
## [374,] 2.0825533
## [375,] 1.4971739
## [376,] 1.5125216
## [377,] 0.5985782
## [378,] 0.7693695
## [379,] 1.2364472
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## [381,] 1.0713906
## [382,] 0.7938921
## [383,] 0.8521525
## [384,] 1.2983207
## [385,] 0.6012236
## [386,] 2.0031305
## [387,] 0.5323261
## [388,] 1.3658545
## [389,] 0.9841224
## [390,] 1.1210287
## [391,] 0.4878113
## [392,] 0.3576651
## [393,] 0.7487359
## [394,] 1.1893509
## [395,] 0.9858533
## [396,] 1.5389035
## [397,] 1.7195276
## [398,] 1.2086464
## [399,] 0.7611190
## [400,] 0.6762473
## [401,] 0.7229279
## [402,] 0.9775141
## [403,] 1.5140206
## [404,] 0.7624066
## [405,] 0.7218727
## [406,] 1.1088931
## [407,] 0.9251222
## [408,] 0.9506170
## [409,] 0.5610244
## [410,] 0.9707007
## [411,] 0.9242085
## [412,] 0.5091413
## [413,] 2.9083733
## [414,] 1.6509611
## [415,] 1.2883230
## [416,] 0.7548347
## [417,] 1.5216716
## [418,] 1.8204568
## [419,] 0.8663772
## [420,] 0.4902536
## [421,] 1.2362758
## [422,] 0.8597838
## [423,] 1.6093383
## [424,] 1.0990122
## [425,] 1.6762620
## [426,] 0.5512193
## [427,] 0.9682637
## [428,] 0.6199692
## [429,] 1.1575772
## [430,] 0.9594857
## [431,] 0.9812224
## [432,] 0.8884827
## [433,] 0.5141870
## [434,] 1.0158874
## [435,] 0.8350183
## [436,] 1.1208166
## [437,] 1.1468797
## [438,] 0.7984950
## [439,] 0.5251980
## [440,] 1.1846135
## [441,] 0.5094549
## [442,] 0.6680734
## [443,] 0.3299091
## [444,] 1.3447569
## [445,] 0.9345433
## [446,] 0.8691884
## [447,] 1.4837187
## [448,] 1.7786418
## [449,] 0.8280860
## [450,] 1.0143763
## [451,] 1.3845686
## [452,] 1.3617350
## [453,] 0.6962678
## [454,] 1.2477437
## [455,] 1.8184693
## [456,] 0.7492050
## [457,] 0.8664719
## [458,] 0.7227630
## [459,] 0.7962306
## [460,] 0.6890558
## [461,] 1.0237931
## [462,] 0.8890509
## [463,] 0.6925994
## [464,] 0.8073989
## [465,] 0.9228992
## [466,] 1.4702437
## [467,] 1.4042749
## [468,] 1.2714196
## [469,] 0.4633541
## [470,] 0.6555772
## [471,] 0.8904550
## [472,] 0.9781121
## [473,] 0.4930533
## [474,] 0.8866985
## [475,] 1.4285805
## [476,] 0.9557620
## [477,] 0.7549087
## [478,] 1.3823154
## [479,] 0.6389096
## [480,] 0.8629243
## [481,] 0.2894990
## [482,] 1.5116422
## [483,] 1.1266507
## [484,] 1.3926121
## [485,] 1.6834160
## [486,] 4.0401825
## [487,] 0.7020992
## [488,] 1.1107331
## [489,] 0.7126826
## [490,] 1.4958055
## [491,] 1.3993519
## [492,] 0.9910207
## [493,] 1.6519686
## [494,] 0.8804136
## [495,] 0.7364756
## [496,] 0.8261660
## [497,] 0.6892660
## [498,] 1.4667166
## [499,] 1.0851184
## [500,] 1.3044399
## [501,] 0.5889435
## [502,] 0.8884235
## [503,] 0.6679628
## [504,] 1.1042648
## [505,] 0.8445702
## [506,] 0.8916475
## [507,] 1.1568350
## [508,] 2.1116700
## [509,] 0.5343804
## [510,] 0.7544729
## [511,] 0.6475275
## [512,] 1.4775502
## [513,] 1.6046691
## [514,] 2.2573535
## [515,] 1.7467046
## [516,] 1.4239857
## [517,] 1.8801397
## [518,] 0.7818779
## [519,] 0.6927233
## [520,] 0.6176548
## [521,] 1.2129534
## [522,] 1.2175447
## [523,] 0.6232657
## [524,] 1.1694120
## [525,] 0.8283970
## [526,] 1.3110217
## [527,] 0.6758279
## [528,] 0.5833723
## [529,] 0.9133700
## [530,] 0.8093885
## [531,] 1.6531487
## [532,] 0.4577808
## [533,] 1.9311034
## [534,] 0.9901511
## [535,] 1.5827923
## [536,] 0.7560088
## [537,] 1.1769258
## [538,] 0.8650154
## [539,] 0.9471522
## [540,] 0.7202179
## [541,] 1.0729080
## [542,] 1.4054314
## [543,] 1.9972629
## [544,] 1.3845776
## [545,] 0.5684219
## [546,] 0.8645227
## [547,] 0.7564231
## [548,] 0.8075621
## [549,] 1.2510109
## [550,] 1.0649160
## [551,] 1.7184598
## [552,] 1.4939375
## [553,] 0.8892581
## [554,] 0.5620290
## [555,] 1.0812132
## [556,] 1.5584055
## [557,] 1.2973537
## [558,] 1.0439529
## [559,] 1.9120033
## [560,] 1.1726628
## [561,] 0.8355093
## [562,] 0.7002954
## [563,] 0.5357427
## [564,] 1.4096651
## [565,] 0.8409145
## [566,] 1.4508199
## [567,] 1.3904790
## [568,] 0.8310441
## [569,] 0.5010437
## [570,] 1.9323551
## [571,] 0.6571934
## [572,] 0.3882151
## [573,] 1.4766868
## [574,] 1.7769172
## [575,] 0.7702521
## [576,] 0.7263244
## [577,] 2.1644166
## [578,] 1.2326112
## [579,] 0.7789786
## [580,] 0.9497753
## [581,] 1.4626210
## [582,] 0.5408625
## [583,] 0.8011281
## [584,] 0.5168358
## [585,] 0.6030234
## [586,] 1.0282245
## [587,] 0.7430696
## [588,] 2.4444143
## [589,] 2.0046929
## [590,] 0.6214283
## [591,] 1.4856648
## [592,] 1.7288808
## [593,] 1.6559621
## [594,] 1.0945586
## [595,] 1.5328331
## [596,] 0.6318296
## [597,] 0.9815874
## [598,] 0.7494282
## [599,] 1.2117353
## [600,] 0.9246491
## [601,] 0.7107276
## [602,] 1.0582914
## [603,] 1.0554892
## [604,] 0.7993743
## [605,] 1.0704408
## [606,] 1.2922042
## [607,] 0.8132278
## [608,] 1.2274338
## [609,] 0.5474870
## [610,] 1.2975656
## [611,] 1.1477574
## [612,] 1.1777270
## [613,] 1.1280905
## [614,] 0.7613735
## [615,] 0.7795028
## [616,] 1.4720455
## [617,] 0.8265705
## [618,] 0.8886882
## [619,] 1.1210616
## [620,] 0.8321062
## [621,] 2.0631707
## [622,] 1.5488818
## [623,] 1.3588347
## [624,] 0.7802789
## [625,] 0.9673826
## [626,] 1.1885149
## [627,] 0.4010147
## [628,] 0.5717144
## [629,] 1.2077427
## [630,] 0.8518674
## [631,] 1.3019632
## [632,] 0.7218980
## [633,] 0.7036529
## [634,] 0.5177437
## [635,] 0.6889996
## [636,] 0.4807071
## [637,] 1.5017918
## [638,] 2.0846341
## [639,] 0.2816206
## [640,] 1.3577150
## [641,] 1.3587250
## [642,] 0.8395676
## [643,] 1.8805020
## [644,] 1.1379257
## [645,] 0.5899364
## [646,] 0.9762888
## [647,] 0.5739987
## [648,] 0.8645249
## [649,] 1.4337610
## [650,] 1.2029077
## [651,] 0.9671031
## [652,] 0.5916134
## [653,] 0.9237000
## [654,] 1.1191278
## [655,] 0.6054380
## [656,] 0.6859085
## [657,] 0.3450461
## [658,] 0.7565102
## [659,] 0.5934526
## [660,] 0.6249299
## [661,] 1.0588193
## [662,] 1.0697334
## [663,] 0.6184701
## [664,] 0.8139388
## [665,] 0.9334248
## [666,] 0.3799147
## [667,] 1.6001636
## [668,] 1.2342120
## [669,] 0.8329747
## [670,] 1.3339130
## [671,] 1.4385525
## [672,] 1.4067372
## [673,] 1.7326920
## [674,] 0.8274190
## [675,] 0.7369851
## [676,] 1.5395301
## [677,] 0.7637568
## [678,] 2.1615198
## [679,] 0.8842014
## [680,] 1.2804247
## [681,] 0.7567455
## [682,] 0.4033965
## [683,] 0.9147657
## [684,] 0.6871501
## [685,] 1.5542483
## [686,] 1.0080439
## [687,] 0.3733610
## [688,] 0.9084783
## [689,] 1.2212686
## [690,] 1.3395057
## [691,] 1.0993902
## [692,] 1.2756184
## [693,] 0.3350128
## [694,] 1.8665964
## [695,] 0.7128323
## [696,] 1.0348312
## [697,] 0.6138904
## [698,] 0.9299279
## [699,] 0.6104429
## [700,] 0.6276599
## [701,] 0.9128851
## [702,] 1.2904088
## [703,] 1.7154399
## [704,] 1.8012491
## [705,] 1.3071753
## [706,] 0.7558393
## [707,] 1.0279251
## [708,] 0.4995489
## [709,] 0.5799235
## [710,] 0.8128900
## [711,] 1.1335605
## [712,] 0.9110540
## [713,] 0.4364871
## [714,] 1.2435292
## [715,] 0.6915158
## [716,] 0.8863765
## [717,] 0.3929176
## [718,] 0.8661489
## [719,] 1.0334610
## [720,] 1.6174018
## [721,] 1.2967406
## [722,] 3.3501597
## [723,] 0.5863175
## [724,] 1.7161740
## [725,] 0.5986031
## [726,] 0.8920574
## [727,] 0.8166661
## [728,] 1.6392292
## [729,] 0.8820621
## [730,] 0.6538411
## [731,] 1.6782656
## [732,] 1.0308188
## [733,] 0.8464256
## [734,] 0.9948921
## [735,] 0.7854743
## [736,] 0.7466030
## [737,] 0.6622483
## [738,] 0.9510596
## [739,] 0.4434668
## [740,] 0.7842998
## [741,] 0.5146473
## [742,] 0.9189783
## [743,] 1.7507291
## [744,] 0.9345378
## [745,] 0.8702622
## [746,] 0.6106936
## [747,] 1.0209015
## [748,] 0.7824144
## [749,] 1.2819773
## [750,] 0.3903086
## [751,] 0.3414371
## [752,] 1.1773519
## [753,] 0.6734801
## [754,] 1.0650529
## [755,] 1.3902195
## [756,] 0.6655984
## [757,] 0.6943757
## [758,] 1.2286071
## [759,] 1.2226851
## [760,] 1.2418282
## [761,] 0.8427685
## [762,] 0.7471949
## [763,] 1.3737437
## [764,] 0.7468121
## [765,] 0.5344075
## [766,] 1.6086478
## [767,] 0.6374578
## [768,] 0.8152140
## [769,] 1.4753743
## [770,] 0.8549024
## [771,] 1.1335717
## [772,] 0.8634636
## [773,] 0.7761320
## [774,] 0.8667034
## [775,] 1.3948168
## [776,] 0.6155011
## [777,] 0.9987932
## [778,] 0.6710871
## [779,] 0.7624709
## [780,] 0.7159597
## [781,] 0.4646780
## [782,] 0.7896658
## [783,] 1.0615891
## [784,] 0.9017547
## [785,] 0.6973570
## [786,] 1.5977012
## [787,] 0.5371628
## [788,] 1.4736744
## [789,] 0.6748654
## [790,] 0.6507696
## [791,] 0.8687953
## [792,] 0.6658599
## [793,] 0.6415411
## [794,] 0.4931909
## [795,] 0.8412724
## [796,] 1.2561135
## [797,] 0.3217265
## [798,] 0.7324496
## [799,] 0.7601153
## [800,] 0.7794857
## [801,] 0.6453696
## [802,] 0.5659798
## [803,] 0.8882021
## [804,] 0.9401454
## [805,] 1.3334230
## [806,] 1.0835884
## [807,] 0.7643634
## [808,] 1.4001255
## [809,] 1.3841865
## [810,] 0.8209525
## [811,] 0.7435998
## [812,] 1.4733705
## [813,] 1.0436444
## [814,] 2.0109351
## [815,] 1.6683355
## [816,] 0.5794817
## [817,] 1.5251281
## [818,] 1.1192771
## [819,] 0.8209855
## [820,] 1.3318633
## [821,] 1.5563303
## [822,] 2.2997465
## [823,] 1.1028093
## [824,] 1.1514630
## [825,] 0.6563569
## [826,] 0.8124579
## [827,] 0.6843659
## [828,] 0.8411020
## [829,] 0.7986742
## [830,] 0.7470498
## [831,] 0.9470958
## [832,] 0.7931421
## [833,] 0.6168527
## [834,] 1.2878031
## [835,] 2.0832644
## [836,] 0.6346395
## [837,] 0.3397187
## [838,] 1.3639098
## [839,] 1.1649007
## [840,] 0.7128170
## [841,] 0.7084339
## [842,] 0.7207305
## [843,] 1.0687613
## [844,] 0.7424608
## [845,] 3.7162912
## [846,] 0.5360241
## [847,] 1.7320400
## [848,] 0.8056891
## [849,] 1.4732715
## [850,] 2.2401763
## [851,] 0.7842745
## [852,] 1.3441670
## [853,] 1.2735932
## [854,] 0.7620907
## [855,] 1.0900612
## [856,] 0.5335247
## [857,] 0.5835353
## [858,] 0.7587761
## [859,] 1.4024533
## [860,] 1.3114590
## [861,] 1.0009158
## [862,] 0.9257371
## [863,] 0.4636063
## [864,] 0.5680873
## [865,] 0.8181416
## [866,] 1.2840652
## [867,] 0.5792011
## [868,] 1.2682830
## [869,] 0.5381926
## [870,] 0.5019754
## [871,] 0.7742316
## [872,] 1.1153780
## [873,] 1.4967930
## [874,] 0.7026397
## [875,] 1.3691889
## [876,] 0.6624135
## [877,] 0.7644736
## [878,] 0.6261166
## [879,] 1.2945429
## [880,] 1.0761237
## [881,] 0.6365704
## [882,] 1.0717682
## [883,] 2.3502067
## [884,] 1.4140937
## [885,] 1.8061466
## [886,] 1.2571073
## [887,] 1.2039572
## [888,] 0.8837544
## [889,] 0.7046630
## [890,] 1.6879537
## [891,] 0.7797047
## [892,] 1.0841708
## [893,] 0.4129450
## [894,] 0.8580648
## [895,] 0.2692562
## [896,] 0.8973218
## [897,] 1.3790103
## [898,] 0.6672070
## [899,] 1.2797695
## [900,] 1.6559861
## [901,] 0.8303002
## [902,] 0.8145460
## [903,] 2.1402726
## [904,] 0.6184551
## [905,] 1.4996542
## [906,] 0.6899495
## [907,] 1.0697161
## [908,] 0.7706440
## [909,] 0.5682622
## [910,] 1.0723613
## [911,] 0.6089120
## [912,] 1.2002997
## [913,] 0.7143535
## [914,] 1.2635988
## [915,] 0.4697852
## [916,] 0.6431002
## [917,] 1.1607567
## [918,] 0.3419442
## [919,] 1.1630592
## [920,] 0.6584453
## [921,] 1.3774794
## [922,] 1.1869529
## [923,] 1.1049057
## [924,] 1.7233897
## [925,] 0.5954913
## [926,] 0.9488705
## [927,] 1.8626983
## [928,] 0.9393380
## [929,] 0.7414660
## [930,] 1.4759016
## [931,] 0.7018417
## [932,] 0.9385940
## [933,] 1.6421908
## [934,] 0.6930671
## [935,] 1.2408685
## [936,] 0.8777078
## [937,] 0.9650147
## [938,] 0.9571144
## [939,] 0.9321474
## [940,] 0.7106506
## [941,] 0.8653816
## [942,] 1.2189679
## [943,] 0.7105597
## [944,] 0.5550857
## [945,] 1.1733098
## [946,] 1.1713260
## [947,] 1.9220194
## [948,] 1.3865905
## [949,] 0.4575071
## [950,] 0.5094586
## [951,] 0.2360813
## [952,] 1.1377057
## [953,] 0.7671533
## [954,] 1.7670842
## [955,] 1.5091472
## [956,] 1.7615228
## [957,] 0.5504541
## [958,] 0.9541946
## [959,] 0.9036662
## [960,] 0.3549778
## [961,] 0.9963513
## [962,] 1.4130817
## [963,] 0.9608202
## [964,] 1.0513369
## [965,] 1.6170937
## [966,] 0.8192282
## [967,] 1.0998198
## [968,] 1.1110538
## [969,] 0.8605599
## [970,] 0.9535984
## [971,] 1.4379371
## [972,] 0.9558537
## [973,] 1.3109108
## [974,] 1.7608576
## [975,] 0.3395266
## [976,] 1.4343123
## [977,] 1.8352293
## [978,] 0.6163222
## [979,] 0.4977246
## [980,] 1.0374678
## [981,] 1.9801278
## [982,] 0.4501903
## [983,] 2.2088728
## [984,] 0.6037144
## [985,] 0.7299589
## [986,] 0.8058556
## [987,] 0.8470802
## [988,] 0.8196329
## [989,] 0.9371763
## [990,] 0.9795099
## [991,] 0.9263890
## [992,] 0.7120949
## [993,] 1.0748109
## [994,] 1.1434764
## [995,] 1.2161919
## [996,] 0.8567224
## [997,] 1.1996930
## [998,] 1.1391274
## [999,] 0.6389196
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 -1 -1 -1 -1
## 4 1 -1 -1 -1 -1
## 5 1 -1 -1 -1 -1
## 6 1 -1 -1 -1 -1
## 7 1 0 0 0 0
## 8 1 -1 -1 -1 -1
## 9 1 -1 -1 -1 -1
## 10 1 -1 -1 -1 -1
## 11 1 -1 -1 -1 -1
## 12 1 -1 -1 -1 -1
## 13 1 -1 -1 -1 -1
## 14 1 -1 -1 -1 -1
## 15 1 -1 -1 -1 -1
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 0
## 18 1 -1 -1 -1 -1
## 19 1 0 0 1 0
## 20 1 0 0 0 0
## 21 1 -1 -1 -1 -1
## 22 1 -1 -1 -1 -1
## 23 1 -1 -1 -1 -1
## 24 1 0 0 0 0
## 25 1 -1 -1 -1 -1
## 26 1 1 0 0 0
## 27 1 -1 -1 -1 -1
## 28 1 -1 -1 -1 -1
## 29 1 1 0 0 0
## 30 1 -1 -1 -1 -1
## 31 1 -1 -1 -1 -1
## 32 1 0 0 0 0
## 33 1 -1 -1 -1 -1
## 34 1 0 0 0 0
## 35 1 0 0 0 0
## 36 1 -1 -1 -1 -1
## 37 1 0 0 0 1
## 38 1 -1 -1 -1 -1
## 39 1 -1 -1 -1 -1
## 40 1 -1 -1 -1 -1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 -1 -1 -1 -1
## 44 1 -1 -1 -1 -1
## 45 1 -1 -1 -1 -1
## 46 1 -1 -1 -1 -1
## 47 1 0 1 0 0
## 48 1 -1 -1 -1 -1
## 49 1 -1 -1 -1 -1
## 50 1 -1 -1 -1 -1
## 51 1 1 0 0 0
## 52 1 -1 -1 -1 -1
## 53 1 -1 -1 -1 -1
## 54 1 1 0 0 0
## 55 1 -1 -1 -1 -1
## 56 1 -1 -1 -1 -1
## 57 1 -1 -1 -1 -1
## 58 1 -1 -1 -1 -1
## 59 1 -1 -1 -1 -1
## 60 1 -1 -1 -1 -1
## 61 1 -1 -1 -1 -1
## 62 1 -1 -1 -1 -1
## 63 1 -1 -1 -1 -1
## 64 1 -1 -1 -1 -1
## 65 1 -1 -1 -1 -1
## 66 1 0 0 0 0
## 67 1 -1 -1 -1 -1
## 68 1 -1 -1 -1 -1
## 69 1 -1 -1 -1 -1
## 70 1 0 0 0 0
## 71 1 -1 -1 -1 -1
## 72 1 -1 -1 -1 -1
## 73 1 -1 -1 -1 -1
## 74 1 -1 -1 -1 -1
## 75 1 -1 -1 -1 -1
## 76 1 -1 -1 -1 -1
## 77 1 -1 -1 -1 -1
## 78 1 -1 -1 -1 -1
## 79 1 -1 -1 -1 -1
## 80 1 -1 -1 -1 -1
## 81 1 -1 -1 -1 -1
## 82 1 -1 -1 -1 -1
## 83 1 -1 -1 -1 -1
## 84 1 -1 -1 -1 -1
## 85 1 -1 -1 -1 -1
## 86 1 0 0 0 0
## 87 1 -1 -1 -1 -1
## 88 1 -1 -1 -1 -1
## 89 1 -1 -1 -1 -1
## 90 1 0 0 0 1
## 91 1 -1 -1 -1 -1
## 92 1 -1 -1 -1 -1
## 93 1 -1 -1 -1 -1
## 94 1 -1 -1 -1 -1
## 95 1 -1 -1 -1 -1
## 96 1 -1 -1 -1 -1
## 97 1 0 0 0 0
## 98 1 0 0 0 0
## 99 1 -1 -1 -1 -1
## 100 1 -1 -1 -1 -1
## 101 1 -1 -1 -1 -1
## 102 1 -1 -1 -1 -1
## 103 1 0 0 0 1
## 104 1 -1 -1 -1 -1
## 105 1 -1 -1 -1 -1
## 106 1 -1 -1 -1 -1
## 107 1 -1 -1 -1 -1
## 108 1 -1 -1 -1 -1
## 109 1 1 0 0 0
## 110 1 -1 -1 -1 -1
## 111 1 -1 -1 -1 -1
## 112 1 -1 -1 -1 -1
## 113 1 0 0 0 0
## 114 1 -1 -1 -1 -1
## 115 1 -1 -1 -1 -1
## 116 1 0 0 0 0
## 117 1 -1 -1 -1 -1
## 118 1 -1 -1 -1 -1
## 119 1 -1 -1 -1 -1
## 120 1 -1 -1 -1 -1
## 121 1 -1 -1 -1 -1
## 122 1 -1 -1 -1 -1
## 123 1 0 0 0 1
## 124 1 0 0 0 0
## 125 1 0 0 0 0
## 126 1 -1 -1 -1 -1
## 127 1 -1 -1 -1 -1
## 128 1 -1 -1 -1 -1
## 129 1 0 0 0 0
## 130 1 -1 -1 -1 -1
## 131 1 0 0 0 1
## 132 1 -1 -1 -1 -1
## 133 1 -1 -1 -1 -1
## 134 1 -1 -1 -1 -1
## 135 1 -1 -1 -1 -1
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## 312 1 -1 -1 -1 -1
## demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 -1 -1 -1 -1
## 4 -1 -1 -1 -1
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## demo$ethnicity9
## 1 0
## 2 0
## 3 -1
## 4 -1
## 5 -1
## 6 -1
## 7 0
## 8 -1
## 9 -1
## 10 -1
## 11 -1
## 12 -1
## 13 -1
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##
## $terms
## si ~ demo$ethnicity
## attr(,"variables")
## list(si, demo$ethnicity)
## attr(,"factors")
## demo$ethnicity
## si 0
## demo$ethnicity 1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to ethnicity.
Career Motivation
Next, let’s look into Carer Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 1.9146 0.212738 4.616 0.12093 0.001 ***
## Residuals 302 13.9182 0.046087 0.87907
## Total 311 15.8329 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = cm ~ demo$ethnicity)
##
## $coefficients
## cm1 cm2 cm3 cm4 cm5
## (Intercept) 3.1709695 3.2511642 3.35654314 3.36900623 3.31522030
## demo$ethnicity1 -1.3709695 -1.4511642 -1.55654314 -1.56900623 -1.51522030
## demo$ethnicity2 0.3290305 0.4988358 0.89345686 1.13099377 0.93477970
## demo$ethnicity3 1.8290305 1.7488358 1.64345686 1.63099377 1.68477970
## demo$ethnicity4 -0.1709695 -0.2511642 -0.02320981 0.07543821 0.01811303
## demo$ethnicity5 0.9401416 0.9710580 0.86567908 1.07543821 1.01811303
## demo$ethnicity6 0.8290305 1.0429534 0.87875098 0.74864083 0.80242675
## demo$ethnicity7 -2.1709695 -2.2511642 -2.35654314 -2.36900623 -2.31522030
## demo$ethnicity8 0.1623638 0.0821691 0.31012353 -0.03567290 0.01811303
## demo$ethnicity9 -1.1709695 -1.2511642 -1.35654314 -1.36900623 -1.31522030
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.268282439 0.28146797 0.41340995 0.26790366 0.268282439
## demo$ethnicity1 0.265050895 0.22075425 -0.28007662 0.24179534 0.265050895
## demo$ethnicity2 -0.153061350 -0.16146485 0.17841345 -0.16151540 -0.153061350
## demo$ethnicity3 -0.268282439 -0.17035686 0.25325671 -0.18094714 -0.268282439
## demo$ethnicity4 -0.002517909 -0.02450027 0.01607723 -0.02875907 -0.002517909
## demo$ethnicity5 -0.162841077 -0.13118544 0.16068486 -0.13229981 -0.162841077
## demo$ethnicity6 -0.147586268 -0.10723888 0.14918070 -0.13163710 -0.147586268
## demo$ethnicity7 0.398384228 0.31853203 -0.41340995 0.34748096 0.398384228
## demo$ethnicity8 -0.026944326 -0.03161042 0.03911530 -0.04560288 -0.026944326
## demo$ethnicity9 0.231717561 0.19630980 -0.24674329 0.21537393 0.231717561
## 6 7 8 9 10
## (Intercept) 0.26684653 0.26843717 0.268282439 0.265856753 0.41340995
## demo$ethnicity1 0.25577252 0.24803250 0.265050895 0.262362810 -0.28007662
## demo$ethnicity2 -0.16097913 -0.14944106 -0.153061350 -0.160379478 0.17841345
## demo$ethnicity3 -0.22517986 -0.20460738 -0.268282439 -0.245448590 0.25325671
## demo$ethnicity4 -0.01362382 -0.01930157 -0.002517909 -0.008628739 0.01607723
## demo$ethnicity5 -0.14915756 -0.14694466 -0.162841077 -0.161650188 0.16068486
## demo$ethnicity6 -0.14369124 -0.13754857 -0.147586268 -0.145171997 0.14918070
## demo$ethnicity7 0.37601062 0.36119246 0.398384228 0.389315660 -0.41340995
## demo$ethnicity8 -0.03429952 -0.04081136 -0.026944326 -0.028751002 0.03911530
## demo$ethnicity9 0.22571300 0.21974250 0.231717561 0.230624598 -0.24674329
## 11 12 13 14 15
## (Intercept) 0.28231664 0.268282439 0.268282439 0.26944354 0.268282439
## demo$ethnicity1 0.21162275 0.265050895 0.265050895 0.23277868 0.265050895
## demo$ethnicity2 -0.14807753 -0.153061350 -0.153061350 -0.14944042 -0.153061350
## demo$ethnicity3 -0.14595300 -0.268282439 -0.268282439 -0.15833243 -0.268282439
## demo$ethnicity4 -0.03630661 -0.002517909 -0.002517909 -0.03554581 -0.002517909
## demo$ethnicity5 -0.11618767 -0.162841077 -0.162841077 -0.12418100 -0.162841077
## demo$ethnicity6 -0.10794071 -0.147586268 -0.147586268 -0.12765085 -0.147586268
## demo$ethnicity7 0.30101669 0.398384228 0.398384228 0.33055646 0.398384228
## demo$ethnicity8 -0.03788774 -0.026944326 -0.026944326 -0.05291932 -0.026944326
## demo$ethnicity9 0.18927427 0.231717561 0.231717561 0.20833424 0.231717561
## 16 17 18 19 20
## (Intercept) 0.26944354 0.268282439 0.26866795 0.268282439 0.26944354
## demo$ethnicity1 0.23277868 0.265050895 0.24780171 0.265050895 0.23277868
## demo$ethnicity2 -0.14944042 -0.153061350 -0.14967185 -0.153061350 -0.14944042
## demo$ethnicity3 -0.15833243 -0.268282439 -0.20483816 -0.268282439 -0.15833243
## demo$ethnicity4 -0.03554581 -0.002517909 -0.01978445 -0.002517909 -0.03554581
## demo$ethnicity5 -0.12418100 -0.162841077 -0.14200189 -0.162841077 -0.12418100
## demo$ethnicity6 -0.12765085 -0.147586268 -0.14033690 -0.147586268 -0.12765085
## demo$ethnicity7 0.33055646 0.398384228 0.36096168 0.398384228 0.33055646
## demo$ethnicity8 -0.05291932 -0.026944326 -0.04104215 -0.026944326 -0.05291932
## demo$ethnicity9 0.20833424 0.231717561 0.21951172 0.231717561 0.20833424
## 21 22 23 24 25
## (Intercept) 0.265856753 0.268282439 0.375993222 0.26911649 0.268282439
## demo$ethnicity1 0.262362810 0.265050895 -0.053304146 0.24058250 0.265050895
## demo$ethnicity2 -0.160379478 -0.153061350 -0.005286722 -0.14957035 -0.153061350
## demo$ethnicity3 -0.245448590 -0.268282439 0.094595014 -0.18215997 -0.268282439
## demo$ethnicity4 -0.008628739 -0.002517909 -0.030545042 -0.03023645 -0.002517909
## demo$ethnicity5 -0.161650188 -0.162841077 0.048593208 -0.13338360 -0.162841077
## demo$ethnicity6 -0.145171997 -0.147586268 0.037865189 -0.13272261 -0.147586268
## demo$ethnicity7 0.389315660 0.398384228 -0.090278936 0.34626812 0.398384228
## demo$ethnicity8 -0.028751002 -0.026944326 0.018417416 -0.04681572 -0.026944326
## demo$ethnicity9 0.230624598 0.231717561 -0.044060448 0.21416110 0.231717561
## 26 27 28 29 30
## (Intercept) 0.41340995 0.265856753 0.26944354 0.268282439 0.339448902
## demo$ethnicity1 -0.28007662 0.262362810 0.23277868 0.265050895 0.060233133
## demo$ethnicity2 0.17841345 -0.160379478 -0.14944042 -0.153061350 -0.080155125
## demo$ethnicity3 0.25325671 -0.245448590 -0.15833243 -0.268282439 0.011902450
## demo$ethnicity4 0.01607723 -0.008628739 -0.03554581 -0.002517909 -0.035055942
## demo$ethnicity5 0.16068486 -0.161650188 -0.12418100 -0.162841077 -0.009743528
## demo$ethnicity6 0.14918070 -0.145171997 -0.12765085 -0.147586268 -0.015692767
## demo$ethnicity7 -0.41340995 0.389315660 0.33055646 0.398384228 0.072315804
## demo$ethnicity8 0.03911530 -0.028751002 -0.05291932 -0.026944326 -0.027887340
## demo$ethnicity9 -0.24674329 0.230624598 0.20833424 0.231717561 0.057212466
## 31 32 33 34 35
## (Intercept) 0.409644943 0.40200189 0.41340995 0.268282439 0.27685681
## demo$ethnicity1 -0.214337025 -0.20669397 -0.28007662 0.265050895 0.21708259
## demo$ethnicity2 0.142028069 0.12793199 0.17841345 -0.153061350 -0.14261770
## demo$ethnicity3 0.203258283 0.21090134 0.25325671 -0.268282439 -0.14049317
## demo$ethnicity4 0.007460548 0.01510360 0.01607723 -0.002517909 -0.03698712
## demo$ethnicity5 0.124573686 0.13221674 0.16068486 -0.162841077 -0.11058538
## demo$ethnicity6 0.113242537 0.12088559 0.14918070 -0.147586268 -0.12055516
## demo$ethnicity7 -0.318735852 -0.31109280 -0.41340995 0.398384228 0.30647653
## demo$ethnicity8 0.029698868 -0.01821363 0.03911530 -0.026944326 -0.04952192
## demo$ethnicity9 -0.188237318 -0.18059426 -0.24674329 0.231717561 0.19473410
## 36 37 38 39 40
## (Intercept) 0.27189162 0.28256498 0.41340995 0.37413759 0.268282439
## demo$ethnicity1 0.24457804 0.21137442 -0.28007662 -0.05144851 0.265050895
## demo$ethnicity2 -0.14202595 -0.14832587 0.17841345 0.01579968 -0.153061350
## demo$ethnicity3 -0.20806183 -0.14620134 0.25325671 0.09645065 -0.268282439
## demo$ethnicity4 -0.02275603 -0.03684734 0.01607723 -0.01480052 -0.002517909
## demo$ethnicity5 -0.14051769 -0.11087350 0.16068486 0.05044884 -0.162841077
## demo$ethnicity6 -0.13302998 -0.11092502 0.14918070 0.03972082 -0.147586268
## demo$ethnicity7 0.35773801 0.30076836 -0.41340995 -0.08842330 0.398384228
## demo$ethnicity8 -0.04426582 -0.03813607 0.03911530 -0.02417139 -0.026944326
## demo$ethnicity9 0.21628805 0.18902593 -0.24674329 -0.04220481 0.231717561
## 41 42 43 44 45
## (Intercept) 0.41340995 0.268282439 0.268282439 0.34042266 0.26777255
## demo$ethnicity1 -0.28007662 0.265050895 0.265050895 0.05925937 0.25484650
## demo$ethnicity2 0.17841345 -0.153061350 -0.153061350 -0.06261037 -0.14940516
## demo$ethnicity3 0.25325671 -0.268282439 -0.268282439 0.01092869 -0.22610588
## demo$ethnicity4 0.01607723 -0.002517909 -0.002517909 -0.03602970 -0.01454985
## demo$ethnicity5 0.16068486 -0.162841077 -0.162841077 -0.01071729 -0.15502186
## demo$ethnicity6 0.14918070 -0.147586268 -0.147586268 -0.02072332 -0.14199788
## demo$ethnicity7 -0.41340995 0.398384228 0.398384228 0.07134204 0.37508459
## demo$ethnicity8 0.03911530 -0.026944326 -0.026944326 -0.02886110 -0.03522555
## demo$ethnicity9 -0.24674329 0.231717561 0.231717561 0.05623870 0.22478697
## 46 47 48 49 50
## (Intercept) 0.30903434 0.30073993 0.41340995 0.27143991 0.37350050
## demo$ethnicity1 0.14096566 0.17371894 -0.28007662 0.25117914 -0.05081143
## demo$ethnicity2 -0.10863369 -0.14793796 0.17841345 -0.14243422 0.01803933
## demo$ethnicity3 -0.05903434 -0.11026374 0.25325671 -0.22977324 0.09708773
## demo$ethnicity4 -0.04422942 -0.03599769 0.01607723 -0.01316670 -0.02805232
## demo$ethnicity5 -0.06131409 -0.08400570 0.16068486 -0.14385485 0.05108593
## demo$ethnicity6 -0.07052888 -0.08401190 0.14918070 -0.14310769 0.04035791
## demo$ethnicity7 0.19096566 0.24471461 -0.41340995 0.37141724 -0.08778622
## demo$ethnicity8 -0.03522481 -0.03278253 0.03911530 -0.03889291 -0.02353431
## demo$ethnicity9 0.12846566 0.15597002 -0.24674329 0.22111962 -0.04156773
## 51 52 53 54 55
## (Intercept) 0.41340995 0.31149798 0.28703778 0.41340995 0.26866795
## demo$ethnicity1 -0.28007662 0.13850202 0.19769427 -0.28007662 0.24780171
## demo$ethnicity2 0.17841345 -0.11213900 -0.12274704 0.17841345 -0.14967185
## demo$ethnicity3 0.25325671 -0.06149798 -0.12424709 0.25325671 -0.20483816
## demo$ethnicity4 0.01607723 -0.03362117 -0.03509728 0.01607723 -0.01978445
## demo$ethnicity5 0.16068486 -0.06377773 -0.09880944 0.16068486 -0.14200189
## demo$ethnicity6 0.14918070 -0.06595470 -0.11244652 0.14918070 -0.14033690
## demo$ethnicity7 -0.41340995 0.18850202 0.27817961 -0.41340995 0.36096168
## demo$ethnicity8 0.03911530 -0.03768845 -0.04856369 0.03911530 -0.04104215
## demo$ethnicity9 -0.24674329 0.12600202 0.17757293 -0.24674329 0.21951172
## 56 57 58 59 60
## (Intercept) 0.27685681 0.27914244 0.268282439 0.268282439 0.38983960
## demo$ethnicity1 0.21708259 0.22307978 0.265050895 0.265050895 -0.10219391
## demo$ethnicity2 -0.14261770 -0.13134010 -0.153061350 -0.153061350 0.03003523
## demo$ethnicity3 -0.14049317 -0.16803133 -0.268282439 -0.268282439 0.12531191
## demo$ethnicity4 -0.03698712 -0.02273064 -0.002517909 -0.002517909 -0.01624632
## demo$ethnicity5 -0.11058538 -0.12290430 -0.162841077 -0.162841077 0.06959254
## demo$ethnicity6 -0.12055516 -0.12852254 -0.147586268 -0.147586268 0.06335429
## demo$ethnicity7 0.30647653 0.32085756 0.398384228 0.398384228 -0.15907037
## demo$ethnicity8 -0.04952192 -0.04595156 -0.026944326 -0.026944326 0.01997281
## demo$ethnicity9 0.19473410 0.19863533 0.231717561 0.231717561 -0.08797480
## 61 62 63 64 65
## (Intercept) 0.268282439 0.27770074 0.26748658 0.28662862 0.27897006
## demo$ethnicity1 0.265050895 0.21623865 0.24898308 0.19810343 0.23749960
## demo$ethnicity2 -0.153061350 -0.14346164 -0.16131099 -0.12147208 -0.13628388
## demo$ethnicity3 -0.268282439 -0.14133711 -0.20365679 -0.12383793 -0.21514027
## demo$ethnicity4 -0.002517909 -0.03198311 -0.01835099 -0.04069412 -0.01407849
## demo$ethnicity5 -0.162841077 -0.11712733 -0.14094357 -0.09840028 -0.13196361
## demo$ethnicity6 -0.147586268 -0.11503515 -0.13927713 -0.11195369 -0.13712886
## demo$ethnicity7 0.398384228 0.30563259 0.36214305 0.27858877 0.35065957
## demo$ethnicity8 -0.026944326 -0.05036586 -0.03986078 -0.04815453 -0.03547124
## demo$ethnicity9 0.231717561 0.19389016 0.22069309 0.17798209 0.20920961
## 66 67 68 69 70
## (Intercept) 0.27624584 0.268282439 0.26748658 0.27593393 0.265856753
## demo$ethnicity1 0.22597639 0.265050895 0.24898308 0.22628829 0.262362810
## demo$ethnicity2 -0.14195700 -0.153061350 -0.16131099 -0.14164510 -0.160379478
## demo$ethnicity3 -0.16513472 -0.268282439 -0.20365679 -0.16482282 -0.245448590
## demo$ethnicity4 -0.03123005 -0.002517909 -0.01835099 -0.03633820 -0.008628739
## demo$ethnicity5 -0.12000769 -0.162841077 -0.14094357 -0.12525134 -0.161650188
## demo$ethnicity6 -0.12856711 -0.147586268 -0.13927713 -0.12264024 -0.145171997
## demo$ethnicity7 0.32375416 0.398384228 0.36214305 0.32406607 0.389315660
## demo$ethnicity8 -0.04305495 -0.026944326 -0.03986078 -0.04274305 -0.028751002
## demo$ethnicity9 0.20153194 0.231717561 0.22069309 0.20184385 0.230624598
## 71 72 73 74 75
## (Intercept) 0.268282439 0.32058366 0.26944354 0.268282439 0.268282439
## demo$ethnicity1 0.265050895 0.11477396 0.23277868 0.265050895 0.265050895
## demo$ethnicity2 -0.153061350 -0.08472631 -0.14944042 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.03853238 -0.15833243 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.04287813 -0.03554581 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.04683477 -0.12418100 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.05631796 -0.12765085 -0.147586268 -0.147586268
## demo$ethnicity7 0.398384228 0.15310055 0.33055646 0.398384228 0.398384228
## demo$ethnicity8 -0.026944326 -0.03440971 -0.05291932 -0.026944326 -0.026944326
## demo$ethnicity9 0.231717561 0.10519232 0.20833424 0.231717561 0.231717561
## 76 77 78 79 80
## (Intercept) 0.26777255 0.268282439 0.41340995 0.26944354 0.268282439
## demo$ethnicity1 0.25484650 0.265050895 -0.28007662 0.23277868 0.265050895
## demo$ethnicity2 -0.14940516 -0.153061350 0.17841345 -0.14944042 -0.153061350
## demo$ethnicity3 -0.22610588 -0.268282439 0.25325671 -0.15833243 -0.268282439
## demo$ethnicity4 -0.01454985 -0.002517909 0.01607723 -0.03554581 -0.002517909
## demo$ethnicity5 -0.15502186 -0.162841077 0.16068486 -0.12418100 -0.162841077
## demo$ethnicity6 -0.14199788 -0.147586268 0.14918070 -0.12765085 -0.147586268
## demo$ethnicity7 0.37508459 0.398384228 -0.41340995 0.33055646 0.398384228
## demo$ethnicity8 -0.03522555 -0.026944326 0.03911530 -0.05291932 -0.026944326
## demo$ethnicity9 0.22478697 0.231717561 -0.24674329 0.20833424 0.231717561
## 81 82 83 84 85
## (Intercept) 0.268282439 0.29362563 0.342122473 0.26662106 0.26944354
## demo$ethnicity1 0.265050895 0.18083324 0.057559562 0.25599799 0.23277868
## demo$ethnicity2 -0.153061350 -0.12703689 -0.047068799 -0.16075366 -0.14944042
## demo$ethnicity3 -0.268282439 -0.10314944 0.009228878 -0.22495439 -0.15833243
## demo$ethnicity4 -0.002517909 -0.04155395 -0.037729513 -0.01315785 -0.03554581
## demo$ethnicity5 -0.162841077 -0.08243136 -0.012417099 -0.15398782 -0.12418100
## demo$ethnicity6 -0.147586268 -0.09965444 -0.022423134 -0.14096264 -0.12765085
## demo$ethnicity7 0.398384228 0.25182891 0.069642233 0.37623609 0.33055646
## demo$ethnicity8 -0.026944326 -0.04368625 -0.030560911 -0.03407405 -0.05291932
## demo$ethnicity9 0.231717561 0.16308432 0.054538894 0.22593847 0.20833424
## 86 87 88 89 90
## (Intercept) 0.265856753 0.27632704 0.33042778 0.268282439 0.27645581
## demo$ethnicity1 0.262362810 0.22589518 0.08828567 0.265050895 0.21748359
## demo$ethnicity2 -0.160379478 -0.14281041 -0.07477514 -0.153061350 -0.14139970
## demo$ethnicity3 -0.245448590 -0.16521593 -0.01463831 -0.268282439 -0.14009217
## demo$ethnicity4 -0.008628739 -0.03103330 -0.03950979 -0.002517909 -0.04243408
## demo$ethnicity5 -0.161650188 -0.12564445 -0.02937691 -0.162841077 -0.11018438
## demo$ethnicity6 -0.145171997 -0.12310876 -0.03912440 -0.147586268 -0.12007477
## demo$ethnicity7 0.389315660 0.32367296 0.11401666 0.398384228 0.30687753
## demo$ethnicity8 -0.028751002 -0.04313616 -0.03165054 -0.026944326 -0.04912092
## demo$ethnicity9 0.230624598 0.20145074 0.08185292 0.231717561 0.19513510
## 91 92 93 94 95
## (Intercept) 0.268282439 0.265856753 0.38152048 0.268282439 0.265856753
## demo$ethnicity1 0.265050895 0.262362810 -0.09387479 0.265050895 0.262362810
## demo$ethnicity2 -0.153061350 -0.160379478 0.03835436 -0.153061350 -0.160379478
## demo$ethnicity3 -0.268282439 -0.245448590 0.13363104 -0.268282439 -0.245448590
## demo$ethnicity4 -0.002517909 -0.008628739 -0.02274201 -0.002517909 -0.008628739
## demo$ethnicity5 -0.162841077 -0.161650188 0.07791166 -0.162841077 -0.161650188
## demo$ethnicity6 -0.147586268 -0.145171997 0.06696753 -0.147586268 -0.145171997
## demo$ethnicity7 0.398384228 0.389315660 -0.15075125 0.398384228 0.389315660
## demo$ethnicity8 -0.026944326 -0.028751002 -0.01932712 -0.026944326 -0.028751002
## demo$ethnicity9 0.231717561 0.230624598 -0.07965568 0.231717561 0.230624598
## 96 97 98 99 100
## (Intercept) 0.27189162 0.269445154 0.41340995 0.29521895 0.268282439
## demo$ethnicity1 0.24457804 0.258774410 -0.28007662 0.17923993 0.265050895
## demo$ethnicity2 -0.14202595 -0.153551212 0.17841345 -0.11392433 -0.153061350
## demo$ethnicity3 -0.20806183 -0.249036991 0.25325671 -0.10474276 -0.268282439
## demo$ethnicity4 -0.02275603 -0.007278868 0.01607723 -0.03697443 -0.002517909
## demo$ethnicity5 -0.14051769 -0.150727536 0.16068486 -0.09003068 -0.162841077
## demo$ethnicity6 -0.13302998 -0.146257269 0.14918070 -0.09797978 -0.147586268
## demo$ethnicity7 0.35773801 0.385727260 -0.41340995 0.25023560 0.398384228
## demo$ethnicity8 -0.04426582 -0.032339402 0.03911530 -0.04527957 -0.026944326
## demo$ethnicity9 0.21628805 0.227036197 -0.24674329 0.16149101 0.231717561
## 101 102 103 104 105
## (Intercept) 0.268282439 0.268282439 0.27309652 0.26918358 0.268282439
## demo$ethnicity1 0.265050895 0.265050895 0.23660247 0.24051542 0.265050895
## demo$ethnicity2 -0.153061350 -0.153061350 -0.16670827 -0.14963743 -0.153061350
## demo$ethnicity3 -0.268282439 -0.268282439 -0.18614000 -0.18222705 -0.268282439
## demo$ethnicity4 -0.002517909 -0.002517909 -0.02813183 -0.02474798 -0.002517909
## demo$ethnicity5 -0.162841077 -0.162841077 -0.13762173 -0.13332764 -0.162841077
## demo$ethnicity6 -0.147586268 -0.147586268 -0.11963844 -0.13565914 -0.147586268
## demo$ethnicity7 0.398384228 0.398384228 0.34228809 0.34620104 0.398384228
## demo$ethnicity8 -0.026944326 -0.026944326 -0.03453559 -0.04688280 -0.026944326
## demo$ethnicity9 0.231717561 0.231717561 0.21018107 0.21409402 0.231717561
## 106 107 108 109 110
## (Intercept) 0.37407010 0.268282439 0.26748658 0.41340995 0.26888014
## demo$ethnicity1 -0.05138102 0.265050895 0.24898308 -0.28007662 0.24081886
## demo$ethnicity2 0.01586717 -0.153061350 -0.16131099 0.17841345 -0.14933399
## demo$ethnicity3 0.09651814 -0.268282439 -0.20365679 0.25325671 -0.18192361
## demo$ethnicity4 -0.01473303 -0.002517909 -0.01835099 0.01607723 -0.02973555
## demo$ethnicity5 0.05051633 -0.162841077 -0.14094357 0.16068486 -0.13844425
## demo$ethnicity6 0.03978831 -0.147586268 -0.13927713 0.14918070 -0.12987188
## demo$ethnicity7 -0.08835581 0.398384228 0.36214305 -0.41340995 0.34650448
## demo$ethnicity8 -0.02410391 -0.026944326 -0.03986078 0.03911530 -0.04657936
## demo$ethnicity9 -0.04213733 0.231717561 0.22069309 -0.24674329 0.21439746
## 111 112 113 114 115
## (Intercept) 0.268282439 0.41340995 0.268282439 0.268282439 0.27632704
## demo$ethnicity1 0.265050895 -0.28007662 0.265050895 0.265050895 0.22589518
## demo$ethnicity2 -0.153061350 0.17841345 -0.153061350 -0.153061350 -0.14281041
## demo$ethnicity3 -0.268282439 0.25325671 -0.268282439 -0.268282439 -0.16521593
## demo$ethnicity4 -0.002517909 0.01607723 -0.002517909 -0.002517909 -0.03103330
## demo$ethnicity5 -0.162841077 0.16068486 -0.162841077 -0.162841077 -0.12564445
## demo$ethnicity6 -0.147586268 0.14918070 -0.147586268 -0.147586268 -0.12310876
## demo$ethnicity7 0.398384228 -0.41340995 0.398384228 0.398384228 0.32367296
## demo$ethnicity8 -0.026944326 0.03911530 -0.026944326 -0.026944326 -0.04313616
## demo$ethnicity9 0.231717561 -0.24674329 0.231717561 0.231717561 0.20145074
## 116 117 118 119 120
## (Intercept) 0.268282439 0.268282439 0.29142765 0.41340995 0.265856753
## demo$ethnicity1 0.265050895 0.265050895 0.21079458 -0.28007662 0.262362810
## demo$ethnicity2 -0.153061350 -0.153061350 -0.11874815 0.17841345 -0.160379478
## demo$ethnicity3 -0.268282439 -0.268282439 -0.18031653 0.25325671 -0.245448590
## demo$ethnicity4 -0.002517909 -0.002517909 -0.01250177 0.01607723 -0.008628739
## demo$ethnicity5 -0.162841077 -0.162841077 -0.11942794 0.16068486 -0.161650188
## demo$ethnicity6 -0.147586268 -0.147586268 -0.11727029 0.14918070 -0.145171997
## demo$ethnicity7 0.398384228 0.398384228 0.30857235 -0.41340995 0.389315660
## demo$ethnicity8 -0.026944326 -0.026944326 -0.04157010 0.03911530 -0.028751002
## demo$ethnicity9 0.231717561 0.231717561 0.18635013 -0.24674329 0.230624598
## 121 122 123 124 125
## (Intercept) 0.268282439 0.268282439 0.268282439 0.29432683 0.268282439
## demo$ethnicity1 0.265050895 0.265050895 0.265050895 0.18013204 0.265050895
## demo$ethnicity2 -0.153061350 -0.153061350 -0.153061350 -0.11303221 -0.153061350
## demo$ethnicity3 -0.268282439 -0.268282439 -0.268282439 -0.10385064 -0.268282439
## demo$ethnicity4 -0.002517909 -0.002517909 -0.002517909 -0.04225516 -0.002517909
## demo$ethnicity5 -0.162841077 -0.162841077 -0.162841077 -0.08313256 -0.162841077
## demo$ethnicity6 -0.147586268 -0.147586268 -0.147586268 -0.10381585 -0.147586268
## demo$ethnicity7 0.398384228 0.398384228 0.398384228 0.25112771 0.398384228
## demo$ethnicity8 -0.026944326 -0.026944326 -0.026944326 -0.04438745 -0.026944326
## demo$ethnicity9 0.231717561 0.231717561 0.231717561 0.16238312 0.231717561
## 126 127 128 129 130
## (Intercept) 0.268282439 0.30567579 0.26944354 0.268282439 0.268282439
## demo$ethnicity1 0.265050895 0.15727427 0.23277868 0.265050895 0.265050895
## demo$ethnicity2 -0.153061350 -0.09131583 -0.14944042 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.08616360 -0.15833243 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.04107327 -0.03554581 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.07044130 -0.12418100 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.09173072 -0.12765085 -0.147586268 -0.147586268
## demo$ethnicity7 0.398384228 0.21813373 0.33055646 0.398384228 0.398384228
## demo$ethnicity8 -0.026944326 -0.04395287 -0.05291932 -0.026944326 -0.026944326
## demo$ethnicity9 0.231717561 0.14205940 0.20833424 0.231717561 0.231717561
## 131 132 133 134 135
## (Intercept) 0.27645581 0.268282439 0.268282439 0.268282439 0.268282439
## demo$ethnicity1 0.21748359 0.265050895 0.265050895 0.265050895 0.265050895
## demo$ethnicity2 -0.14139970 -0.153061350 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3 -0.14009217 -0.268282439 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4 -0.04243408 -0.002517909 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5 -0.11018438 -0.162841077 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6 -0.12007477 -0.147586268 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7 0.30687753 0.398384228 0.398384228 0.398384228 0.398384228
## demo$ethnicity8 -0.04912092 -0.026944326 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9 0.19513510 0.231717561 0.231717561 0.231717561 0.231717561
## 136 137 138 139 140
## (Intercept) 0.27685681 0.268282439 0.409644943 0.26777255 0.268282439
## demo$ethnicity1 0.21708259 0.265050895 -0.214337025 0.25484650 0.265050895
## demo$ethnicity2 -0.14261770 -0.153061350 0.142028069 -0.14940516 -0.153061350
## demo$ethnicity3 -0.14049317 -0.268282439 0.203258283 -0.22610588 -0.268282439
## demo$ethnicity4 -0.03698712 -0.002517909 0.007460548 -0.01454985 -0.002517909
## demo$ethnicity5 -0.11058538 -0.162841077 0.124573686 -0.15502186 -0.162841077
## demo$ethnicity6 -0.12055516 -0.147586268 0.113242537 -0.14199788 -0.147586268
## demo$ethnicity7 0.30647653 0.398384228 -0.318735852 0.37508459 0.398384228
## demo$ethnicity8 -0.04952192 -0.026944326 0.029698868 -0.03522555 -0.026944326
## demo$ethnicity9 0.19473410 0.231717561 -0.188237318 0.22478697 0.231717561
## 141 142 143 144 145
## (Intercept) 0.26790366 0.265856753 0.268282439 0.26944354 0.26748658
## demo$ethnicity1 0.24179534 0.262362810 0.265050895 0.23277868 0.24898308
## demo$ethnicity2 -0.16151540 -0.160379478 -0.153061350 -0.14944042 -0.16131099
## demo$ethnicity3 -0.18094714 -0.245448590 -0.268282439 -0.15833243 -0.20365679
## demo$ethnicity4 -0.02875907 -0.008628739 -0.002517909 -0.03554581 -0.01835099
## demo$ethnicity5 -0.13229981 -0.161650188 -0.162841077 -0.12418100 -0.14094357
## demo$ethnicity6 -0.13163710 -0.145171997 -0.147586268 -0.12765085 -0.13927713
## demo$ethnicity7 0.34748096 0.389315660 0.398384228 0.33055646 0.36214305
## demo$ethnicity8 -0.04560288 -0.028751002 -0.026944326 -0.05291932 -0.03986078
## demo$ethnicity9 0.21537393 0.230624598 0.231717561 0.20833424 0.22069309
## 146 147 148 149 150
## (Intercept) 0.27685681 0.268282439 0.26944354 0.41340995 0.26719117
## demo$ethnicity1 0.21708259 0.265050895 0.23277868 -0.28007662 0.24927849
## demo$ethnicity2 -0.14261770 -0.153061350 -0.14944042 0.17841345 -0.16101557
## demo$ethnicity3 -0.14049317 -0.268282439 -0.15833243 0.25325671 -0.20336138
## demo$ethnicity4 -0.03698712 -0.002517909 -0.03554581 0.01607723 -0.02322353
## demo$ethnicity5 -0.11058538 -0.162841077 -0.12418100 0.16068486 -0.14593916
## demo$ethnicity6 -0.12055516 -0.147586268 -0.12765085 0.14918070 -0.13362305
## demo$ethnicity7 0.30647653 0.398384228 0.33055646 -0.41340995 0.36243846
## demo$ethnicity8 -0.04952192 -0.026944326 -0.05291932 0.03911530 -0.03956536
## demo$ethnicity9 0.19473410 0.231717561 0.20833424 -0.24674329 0.22098850
## 151 152 153 154 155
## (Intercept) 0.268282439 0.268282439 0.26911649 0.26790366 0.27143991
## demo$ethnicity1 0.265050895 0.265050895 0.24058250 0.24179534 0.25117914
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14957035 -0.16151540 -0.14243422
## demo$ethnicity3 -0.268282439 -0.268282439 -0.18215997 -0.18094714 -0.22977324
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03023645 -0.02875907 -0.01316670
## demo$ethnicity5 -0.162841077 -0.162841077 -0.13338360 -0.13229981 -0.14385485
## demo$ethnicity6 -0.147586268 -0.147586268 -0.13272261 -0.13163710 -0.14310769
## demo$ethnicity7 0.398384228 0.398384228 0.34626812 0.34748096 0.37141724
## demo$ethnicity8 -0.026944326 -0.026944326 -0.04681572 -0.04560288 -0.03889291
## demo$ethnicity9 0.231717561 0.231717561 0.21416110 0.21537393 0.22111962
## 156 157 158 159 160
## (Intercept) 0.268282439 0.268282439 0.26944354 0.265856753 0.27632704
## demo$ethnicity1 0.265050895 0.265050895 0.23277868 0.262362810 0.22589518
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14944042 -0.160379478 -0.14281041
## demo$ethnicity3 -0.268282439 -0.268282439 -0.15833243 -0.245448590 -0.16521593
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03554581 -0.008628739 -0.03103330
## demo$ethnicity5 -0.162841077 -0.162841077 -0.12418100 -0.161650188 -0.12564445
## demo$ethnicity6 -0.147586268 -0.147586268 -0.12765085 -0.145171997 -0.12310876
## demo$ethnicity7 0.398384228 0.398384228 0.33055646 0.389315660 0.32367296
## demo$ethnicity8 -0.026944326 -0.026944326 -0.05291932 -0.028751002 -0.04313616
## demo$ethnicity9 0.231717561 0.231717561 0.20833424 0.230624598 0.20145074
## 161 162 163 164 165
## (Intercept) 0.27143991 0.41340995 0.268282439 0.268282439 0.269445154
## demo$ethnicity1 0.25117914 -0.28007662 0.265050895 0.265050895 0.258774410
## demo$ethnicity2 -0.14243422 0.17841345 -0.153061350 -0.153061350 -0.153551212
## demo$ethnicity3 -0.22977324 0.25325671 -0.268282439 -0.268282439 -0.249036991
## demo$ethnicity4 -0.01316670 0.01607723 -0.002517909 -0.002517909 -0.007278868
## demo$ethnicity5 -0.14385485 0.16068486 -0.162841077 -0.162841077 -0.150727536
## demo$ethnicity6 -0.14310769 0.14918070 -0.147586268 -0.147586268 -0.146257269
## demo$ethnicity7 0.37141724 -0.41340995 0.398384228 0.398384228 0.385727260
## demo$ethnicity8 -0.03889291 0.03911530 -0.026944326 -0.026944326 -0.032339402
## demo$ethnicity9 0.22111962 -0.24674329 0.231717561 0.231717561 0.227036197
## 166 167 168 169 170
## (Intercept) 0.268282439 0.268282439 0.26944354 0.268282439 0.34042266
## demo$ethnicity1 0.265050895 0.265050895 0.23277868 0.265050895 0.05925937
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14944042 -0.153061350 -0.06261037
## demo$ethnicity3 -0.268282439 -0.268282439 -0.15833243 -0.268282439 0.01092869
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03554581 -0.002517909 -0.03602970
## demo$ethnicity5 -0.162841077 -0.162841077 -0.12418100 -0.162841077 -0.01071729
## demo$ethnicity6 -0.147586268 -0.147586268 -0.12765085 -0.147586268 -0.02072332
## demo$ethnicity7 0.398384228 0.398384228 0.33055646 0.398384228 0.07134204
## demo$ethnicity8 -0.026944326 -0.026944326 -0.05291932 -0.026944326 -0.02886110
## demo$ethnicity9 0.231717561 0.231717561 0.20833424 0.231717561 0.05623870
## 171 172 173 174 175
## (Intercept) 0.41340995 0.26888014 0.27943087 0.269445154 0.270347851
## demo$ethnicity1 -0.28007662 0.24081886 0.21450853 0.258774410 0.257871712
## demo$ethnicity2 0.17841345 -0.14933399 -0.13048587 -0.153551212 -0.142258787
## demo$ethnicity3 0.25325671 -0.18192361 -0.14306723 -0.249036991 -0.249939688
## demo$ethnicity4 0.01607723 -0.02973555 -0.03371323 -0.007278868 -0.008181566
## demo$ethnicity5 0.16068486 -0.13844425 -0.11315944 -0.150727536 -0.156461152
## demo$ethnicity6 0.14918070 -0.12987188 -0.12003324 -0.146257269 -0.144597735
## demo$ethnicity7 -0.41340995 0.34650448 0.30390247 0.385727260 0.384824563
## demo$ethnicity8 0.03911530 -0.04657936 -0.05209598 -0.032339402 -0.033242100
## demo$ethnicity9 -0.24674329 0.21439746 0.19216004 0.227036197 0.226133500
## 176 177 178 179 180
## (Intercept) 0.27028841 0.395990046 0.26922476 0.27770074 0.27593393
## demo$ethnicity1 0.25233064 -0.150156712 0.25899480 0.21623865 0.22628829
## demo$ethnicity2 -0.15378272 0.097640819 -0.15333082 -0.14346164 -0.14164510
## demo$ethnicity3 -0.22862175 0.166509954 -0.24881660 -0.14133711 -0.16482282
## demo$ethnicity4 -0.01177470 0.007194733 -0.00682879 -0.03198311 -0.03633820
## demo$ethnicity5 -0.14282081 0.099985135 -0.15545030 -0.11712733 -0.12525134
## demo$ethnicity6 -0.14207245 0.088839893 -0.14358590 -0.11503515 -0.12264024
## demo$ethnicity7 0.37256873 -0.229323379 0.38594765 0.30563259 0.32406607
## demo$ethnicity8 -0.03774141 -0.022355193 -0.03211901 -0.05036586 -0.04274305
## demo$ethnicity9 0.22227111 -0.130365046 0.22725659 0.19389016 0.20184385
## 181 182 183 184 185
## (Intercept) 0.268282439 0.33277930 0.41340995 0.268282439 0.279225525
## demo$ethnicity1 0.265050895 0.08593415 -0.28007662 0.265050895 0.243393523
## demo$ethnicity2 -0.153061350 -0.07593618 0.17841345 -0.153061350 -0.137061938
## demo$ethnicity3 -0.268282439 -0.01698983 0.25325671 -0.268282439 -0.237558858
## demo$ethnicity4 -0.002517909 -0.03491686 0.01607723 -0.002517909 -0.005079301
## demo$ethnicity5 -0.162841077 -0.03172843 0.16068486 -0.162841077 -0.141651692
## demo$ethnicity6 -0.147586268 -0.03387788 0.14918070 -0.147586268 -0.140062688
## demo$ethnicity7 0.398384228 0.11166515 -0.41340995 0.398384228 0.363631618
## demo$ethnicity8 -0.026944326 -0.03400205 0.03911530 -0.026944326 -0.031174647
## demo$ethnicity9 0.231717561 0.07950140 -0.24674329 0.231717561 0.213333999
## 186 187 188 189 190
## (Intercept) 0.26944354 0.39620182 0.31060921 0.268282439 0.268282439
## demo$ethnicity1 0.23277868 -0.15036848 0.13939079 0.265050895 0.265050895
## demo$ethnicity2 -0.14944042 0.07659572 -0.12791690 -0.153061350 -0.153061350
## demo$ethnicity3 -0.15833243 0.16629818 -0.06060921 -0.268282439 -0.268282439
## demo$ethnicity4 -0.03554581 -0.02476307 -0.03273240 -0.002517909 -0.002517909
## demo$ethnicity5 -0.12418100 0.09977336 -0.06288896 -0.162841077 -0.162841077
## demo$ethnicity6 -0.12765085 0.08862812 -0.06138946 -0.147586268 -0.147586268
## demo$ethnicity7 0.33055646 -0.22953515 0.18939079 0.398384228 0.398384228
## demo$ethnicity8 -0.05291932 0.02871509 -0.03679968 -0.026944326 -0.026944326
## demo$ethnicity9 0.20833424 -0.13057682 0.12689079 0.231717561 0.231717561
## 191 192 193 194 195
## (Intercept) 0.34046993 0.265856753 0.26888014 0.268282439 0.41340995
## demo$ethnicity1 0.05921210 0.262362810 0.24081886 0.265050895 -0.28007662
## demo$ethnicity2 -0.06265764 -0.160379478 -0.14933399 -0.153061350 0.17841345
## demo$ethnicity3 0.01088142 -0.245448590 -0.18192361 -0.268282439 0.25325671
## demo$ethnicity4 -0.03607697 -0.008628739 -0.02973555 -0.002517909 0.01607723
## demo$ethnicity5 -0.01076456 -0.161650188 -0.13844425 -0.162841077 0.16068486
## demo$ethnicity6 -0.02077059 -0.145171997 -0.12987188 -0.147586268 0.14918070
## demo$ethnicity7 0.07129477 0.389315660 0.34650448 0.398384228 -0.41340995
## demo$ethnicity8 -0.02890837 -0.028751002 -0.04657936 -0.026944326 0.03911530
## demo$ethnicity9 0.05619143 0.230624598 0.21439746 0.231717561 -0.24674329
## 196 197 198 199 200
## (Intercept) 0.26944354 0.27783821 0.268282439 0.26777255 0.270347851
## demo$ethnicity1 0.23277868 0.24478084 0.265050895 0.25484650 0.257871712
## demo$ethnicity2 -0.14944042 -0.13633252 -0.153061350 -0.14940516 -0.142258787
## demo$ethnicity3 -0.15833243 -0.23617154 -0.268282439 -0.22610588 -0.249939688
## demo$ethnicity4 -0.03554581 -0.00898299 -0.002517909 -0.01454985 -0.008181566
## demo$ethnicity5 -0.12418100 -0.14520265 -0.162841077 -0.15502186 -0.156461152
## demo$ethnicity6 -0.12765085 -0.13885711 -0.147586268 -0.14199788 -0.144597735
## demo$ethnicity7 0.33055646 0.36501893 0.398384228 0.37508459 0.384824563
## demo$ethnicity8 -0.05291932 -0.02978733 -0.026944326 -0.03522555 -0.033242100
## demo$ethnicity9 0.20833424 0.21472131 0.231717561 0.22478697 0.226133500
## 201 202 203 204 205
## (Intercept) 0.30903434 0.265856753 0.268282439 0.37647049 0.27493012
## demo$ethnicity1 0.14096566 0.262362810 0.265050895 -0.05378142 0.22729211
## demo$ethnicity2 -0.10863369 -0.160379478 -0.153061350 0.03269755 -0.15415480
## demo$ethnicity3 -0.05903434 -0.245448590 -0.268282439 0.09411774 -0.16381901
## demo$ethnicity4 -0.04422942 -0.008628739 -0.002517909 -0.01713342 -0.03533438
## demo$ethnicity5 -0.06131409 -0.161650188 -0.162841077 0.04811594 -0.11895652
## demo$ethnicity6 -0.07052888 -0.145171997 -0.147586268 0.03738792 -0.12444368
## demo$ethnicity7 0.19096566 0.389315660 0.398384228 -0.09075621 0.32506988
## demo$ethnicity8 -0.03522481 -0.028751002 -0.026944326 -0.02650430 -0.04173923
## demo$ethnicity9 0.12846566 0.230624598 0.231717561 -0.04453772 0.20284766
## 206 207 208 209 210
## (Intercept) 0.41340995 0.270347851 0.270347851 0.27143991 0.26944354
## demo$ethnicity1 -0.28007662 0.257871712 0.257871712 0.25117914 0.23277868
## demo$ethnicity2 0.17841345 -0.142258787 -0.142258787 -0.14243422 -0.14944042
## demo$ethnicity3 0.25325671 -0.249939688 -0.249939688 -0.22977324 -0.15833243
## demo$ethnicity4 0.01607723 -0.008181566 -0.008181566 -0.01316670 -0.03554581
## demo$ethnicity5 0.16068486 -0.156461152 -0.156461152 -0.14385485 -0.12418100
## demo$ethnicity6 0.14918070 -0.144597735 -0.144597735 -0.14310769 -0.12765085
## demo$ethnicity7 -0.41340995 0.384824563 0.384824563 0.37141724 0.33055646
## demo$ethnicity8 0.03911530 -0.033242100 -0.033242100 -0.03889291 -0.05291932
## demo$ethnicity9 -0.24674329 0.226133500 0.226133500 0.22111962 0.20833424
## 211 212 213 214 215
## (Intercept) 0.41340995 0.265856753 0.268282439 0.268282439 0.268282439
## demo$ethnicity1 -0.28007662 0.262362810 0.265050895 0.265050895 0.265050895
## demo$ethnicity2 0.17841345 -0.160379478 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3 0.25325671 -0.245448590 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4 0.01607723 -0.008628739 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5 0.16068486 -0.161650188 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6 0.14918070 -0.145171997 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7 -0.41340995 0.389315660 0.398384228 0.398384228 0.398384228
## demo$ethnicity8 0.03911530 -0.028751002 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9 -0.24674329 0.230624598 0.231717561 0.231717561 0.231717561
## 216 217 218 219 220
## (Intercept) 0.41340995 0.268282439 0.268282439 0.268282439 0.268282439
## demo$ethnicity1 -0.28007662 0.265050895 0.265050895 0.265050895 0.265050895
## demo$ethnicity2 0.17841345 -0.153061350 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3 0.25325671 -0.268282439 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4 0.01607723 -0.002517909 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5 0.16068486 -0.162841077 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6 0.14918070 -0.147586268 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7 -0.41340995 0.398384228 0.398384228 0.398384228 0.398384228
## demo$ethnicity8 0.03911530 -0.026944326 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9 -0.24674329 0.231717561 0.231717561 0.231717561 0.231717561
## 221 222 223 224 225
## (Intercept) 0.268282439 0.268282439 0.268282439 0.269445154 0.28703778
## demo$ethnicity1 0.265050895 0.265050895 0.265050895 0.258774410 0.19769427
## demo$ethnicity2 -0.153061350 -0.153061350 -0.153061350 -0.153551212 -0.12274704
## demo$ethnicity3 -0.268282439 -0.268282439 -0.268282439 -0.249036991 -0.12424709
## demo$ethnicity4 -0.002517909 -0.002517909 -0.002517909 -0.007278868 -0.03509728
## demo$ethnicity5 -0.162841077 -0.162841077 -0.162841077 -0.150727536 -0.09880944
## demo$ethnicity6 -0.147586268 -0.147586268 -0.147586268 -0.146257269 -0.11244652
## demo$ethnicity7 0.398384228 0.398384228 0.398384228 0.385727260 0.27817961
## demo$ethnicity8 -0.026944326 -0.026944326 -0.026944326 -0.032339402 -0.04856369
## demo$ethnicity9 0.231717561 0.231717561 0.231717561 0.227036197 0.17757293
## 226 227 228 229 230
## (Intercept) 0.27094104 0.29079833 0.265856753 0.41340995 0.41340995
## demo$ethnicity1 0.24552863 0.18366055 0.262362810 -0.28007662 -0.28007662
## demo$ethnicity2 -0.15389588 -0.13983459 -0.160379478 0.17841345 0.17841345
## demo$ethnicity3 -0.20711125 -0.10032214 -0.245448590 0.25325671 0.25325671
## demo$ethnicity4 -0.02180544 -0.04457460 -0.008628739 0.01607723 0.01607723
## demo$ethnicity5 -0.13451660 -0.09161606 -0.161650188 0.16068486 0.16068486
## demo$ethnicity6 -0.13475854 -0.09009896 -0.145171997 0.14918070 0.14918070
## demo$ethnicity7 0.35868859 0.25465622 0.389315660 -0.41340995 -0.41340995
## demo$ethnicity8 -0.04331523 -0.04085895 -0.028751002 0.03911530 0.03911530
## demo$ethnicity9 0.21723863 0.16591163 0.230624598 -0.24674329 -0.24674329
## 231 232 233 234 235
## (Intercept) 0.26843717 0.268282439 0.265856753 0.26777255 0.41340995
## demo$ethnicity1 0.24803250 0.265050895 0.262362810 0.25484650 -0.28007662
## demo$ethnicity2 -0.14944106 -0.153061350 -0.160379478 -0.14940516 0.17841345
## demo$ethnicity3 -0.20460738 -0.268282439 -0.245448590 -0.22610588 0.25325671
## demo$ethnicity4 -0.01930157 -0.002517909 -0.008628739 -0.01454985 0.01607723
## demo$ethnicity5 -0.14694466 -0.162841077 -0.161650188 -0.15502186 0.16068486
## demo$ethnicity6 -0.13754857 -0.147586268 -0.145171997 -0.14199788 0.14918070
## demo$ethnicity7 0.36119246 0.398384228 0.389315660 0.37508459 -0.41340995
## demo$ethnicity8 -0.04081136 -0.026944326 -0.028751002 -0.03522555 0.03911530
## demo$ethnicity9 0.21974250 0.231717561 0.230624598 0.22478697 -0.24674329
## 236 237 238 239 240
## (Intercept) 0.37407010 0.268282439 0.27645581 0.268282439 0.27143991
## demo$ethnicity1 -0.05138102 0.265050895 0.21748359 0.265050895 0.25117914
## demo$ethnicity2 0.01586717 -0.153061350 -0.14139970 -0.153061350 -0.14243422
## demo$ethnicity3 0.09651814 -0.268282439 -0.14009217 -0.268282439 -0.22977324
## demo$ethnicity4 -0.01473303 -0.002517909 -0.04243408 -0.002517909 -0.01316670
## demo$ethnicity5 0.05051633 -0.162841077 -0.11018438 -0.162841077 -0.14385485
## demo$ethnicity6 0.03978831 -0.147586268 -0.12007477 -0.147586268 -0.14310769
## demo$ethnicity7 -0.08835581 0.398384228 0.30687753 0.398384228 0.37141724
## demo$ethnicity8 -0.02410391 -0.026944326 -0.04912092 -0.026944326 -0.03889291
## demo$ethnicity9 -0.04213733 0.231717561 0.19513510 0.231717561 0.22111962
## 241 242 243 244 245
## (Intercept) 0.26944354 0.268282439 0.28594694 0.268282439 0.269445154
## demo$ethnicity1 0.23277868 0.265050895 0.19878511 0.265050895 0.258774410
## demo$ethnicity2 -0.14944042 -0.153061350 -0.13507611 -0.153061350 -0.153551212
## demo$ethnicity3 -0.15833243 -0.268282439 -0.12315625 -0.268282439 -0.249036991
## demo$ethnicity4 -0.03554581 -0.002517909 -0.04001245 -0.002517909 -0.007278868
## demo$ethnicity5 -0.12418100 -0.162841077 -0.09771860 -0.162841077 -0.150727536
## demo$ethnicity6 -0.12765085 -0.147586268 -0.10791066 -0.147586268 -0.146257269
## demo$ethnicity7 0.33055646 0.398384228 0.27927045 0.398384228 0.385727260
## demo$ethnicity8 -0.05291932 -0.026944326 -0.04747285 -0.026944326 -0.032339402
## demo$ethnicity9 0.20833424 0.231717561 0.17866377 0.231717561 0.227036197
## 246 247 248 249 250
## (Intercept) 0.268282439 0.26944354 0.343676983 0.268282439 0.268282439
## demo$ethnicity1 0.265050895 0.23277868 0.056005052 0.265050895 0.265050895
## demo$ethnicity2 -0.153061350 -0.14944042 -0.048623309 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.15833243 0.007674368 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.03554581 -0.027588117 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.12418100 -0.013971609 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.12765085 -0.023977644 -0.147586268 -0.147586268
## demo$ethnicity7 0.398384228 0.33055646 0.068087723 0.398384228 0.398384228
## demo$ethnicity8 -0.026944326 -0.05291932 -0.032115422 -0.026944326 -0.026944326
## demo$ethnicity9 0.231717561 0.20833424 0.052984384 0.231717561 0.231717561
## 251 252 253 254 255
## (Intercept) 0.26843717 0.268282439 0.26684653 0.268282439 0.26944354
## demo$ethnicity1 0.24803250 0.265050895 0.25577252 0.265050895 0.23277868
## demo$ethnicity2 -0.14944106 -0.153061350 -0.16097913 -0.153061350 -0.14944042
## demo$ethnicity3 -0.20460738 -0.268282439 -0.22517986 -0.268282439 -0.15833243
## demo$ethnicity4 -0.01930157 -0.002517909 -0.01362382 -0.002517909 -0.03554581
## demo$ethnicity5 -0.14694466 -0.162841077 -0.14915756 -0.162841077 -0.12418100
## demo$ethnicity6 -0.13754857 -0.147586268 -0.14369124 -0.147586268 -0.12765085
## demo$ethnicity7 0.36119246 0.398384228 0.37601062 0.398384228 0.33055646
## demo$ethnicity8 -0.04081136 -0.026944326 -0.03429952 -0.026944326 -0.05291932
## demo$ethnicity9 0.21974250 0.231717561 0.22571300 0.231717561 0.20833424
## 256 257 258 259 260
## (Intercept) 0.29079833 0.27366072 0.28332907 0.26662106 0.30764214
## demo$ethnicity1 0.18366055 0.24280894 0.21061032 0.25599799 0.17708991
## demo$ethnicity2 -0.13983459 -0.15397162 -0.14827297 -0.16075366 -0.10200940
## demo$ethnicity3 -0.10032214 -0.20983093 -0.14696544 -0.22495439 -0.14485144
## demo$ethnicity4 -0.04457460 -0.01910507 -0.03176349 -0.01315785 -0.02597960
## demo$ethnicity5 -0.09161606 -0.14194975 -0.11178005 -0.15398782 -0.09146571
## demo$ethnicity6 -0.09009896 -0.13448718 -0.11174979 -0.14096264 -0.09588124
## demo$ethnicity7 0.25465622 0.35596891 0.30000426 0.37623609 0.25757525
## demo$ethnicity8 -0.04085895 -0.03016190 -0.03890017 -0.03407405 -0.03408033
## demo$ethnicity9 0.16591163 0.21451895 0.18826183 0.22593847 0.15696858
## 261 262 263 264 265
## (Intercept) 0.268282439 0.361388032 0.33223483 0.41340995 0.41340995
## demo$ethnicity1 0.265050895 -0.009007080 0.08647862 -0.28007662 -0.28007662
## demo$ethnicity2 -0.153061350 -0.017970665 -0.05872505 0.17841345 0.17841345
## demo$ethnicity3 -0.268282439 0.067183396 -0.01644536 0.25325671 0.25325671
## demo$ethnicity4 -0.002517909 -0.029593221 -0.04131684 0.01607723 0.01607723
## demo$ethnicity5 -0.162841077 0.030007056 -0.03118396 0.16068486 0.16068486
## demo$ethnicity6 -0.147586268 0.019508728 -0.04093145 0.14918070 0.14918070
## demo$ethnicity7 0.398384228 -0.028054699 0.11220961 -0.41340995 -0.41340995
## demo$ethnicity8 -0.026944326 -0.024086445 -0.03345759 0.03911530 0.03911530
## demo$ethnicity9 0.231717561 -0.004245175 0.08004587 -0.24674329 -0.24674329
## 266 267 268 269
## (Intercept) 0.268282439 0.269445154 0.268282439 0.268282439
## demo$ethnicity1 0.265050895 0.258774410 0.265050895 0.265050895
## demo$ethnicity2 -0.153061350 -0.153551212 -0.153061350 -0.153061350
## demo$ethnicity3 -0.268282439 -0.249036991 -0.268282439 -0.268282439
## demo$ethnicity4 -0.002517909 -0.007278868 -0.002517909 -0.002517909
## demo$ethnicity5 -0.162841077 -0.150727536 -0.162841077 -0.162841077
## demo$ethnicity6 -0.147586268 -0.146257269 -0.147586268 -0.147586268
## demo$ethnicity7 0.398384228 0.385727260 0.398384228 0.398384228
## demo$ethnicity8 -0.026944326 -0.032339402 -0.026944326 -0.026944326
## demo$ethnicity9 0.231717561 0.227036197 0.231717561 0.231717561
## 270 271 272 273 274
## (Intercept) 0.269445154 0.26719117 0.30540517 0.265856753 0.357138219
## demo$ethnicity1 0.258774410 0.24927849 0.15754489 0.262362810 0.020639559
## demo$ethnicity2 -0.153551212 -0.16101557 -0.10815176 -0.160379478 -0.020080831
## demo$ethnicity3 -0.249036991 -0.20336138 -0.08589298 -0.245448590 0.031750670
## demo$ethnicity4 -0.007278868 -0.02322353 -0.02810424 -0.008628739 -0.014391305
## demo$ethnicity5 -0.150727536 -0.14593916 -0.07634352 -0.161650188 0.002655119
## demo$ethnicity6 -0.146257269 -0.13362305 -0.08462706 -0.145171997 -0.007601861
## demo$ethnicity7 0.385727260 0.36243846 0.21840435 0.389315660 0.017861781
## demo$ethnicity8 -0.032339402 -0.03956536 -0.04368225 -0.028751002 -0.032695180
## demo$ethnicity9 0.227036197 0.22098850 0.14233002 0.230624598 0.021334004
## 275 276 277 278 279
## (Intercept) 0.26719117 0.27583027 0.268282439 0.268282439 0.343724253
## demo$ethnicity1 0.24927849 0.23386873 0.265050895 0.265050895 0.055957782
## demo$ethnicity2 -0.16101557 -0.14312623 -0.153061350 -0.153061350 -0.048670579
## demo$ethnicity3 -0.20336138 -0.18887375 -0.268282439 -0.268282439 0.007627098
## demo$ethnicity4 -0.02322353 -0.02583912 -0.002517909 -0.002517909 -0.027635387
## demo$ethnicity5 -0.14593916 -0.13480637 -0.162841077 -0.162841077 -0.014018880
## demo$ethnicity6 -0.13362305 -0.12828201 -0.147586268 -0.147586268 -0.024024914
## demo$ethnicity7 0.36243846 0.33955434 0.398384228 0.398384228 0.068040453
## demo$ethnicity8 -0.03956536 -0.03726933 -0.026944326 -0.026944326 -0.032162692
## demo$ethnicity9 0.22098850 0.20744732 0.231717561 0.231717561 0.052937114
## 280 281 282 283 284
## (Intercept) 0.409644943 0.268282439 0.41340995 0.268282439 0.27624584
## demo$ethnicity1 -0.214337025 0.265050895 -0.28007662 0.265050895 0.22597639
## demo$ethnicity2 0.142028069 -0.153061350 0.17841345 -0.153061350 -0.14195700
## demo$ethnicity3 0.203258283 -0.268282439 0.25325671 -0.268282439 -0.16513472
## demo$ethnicity4 0.007460548 -0.002517909 0.01607723 -0.002517909 -0.03123005
## demo$ethnicity5 0.124573686 -0.162841077 0.16068486 -0.162841077 -0.12000769
## demo$ethnicity6 0.113242537 -0.147586268 0.14918070 -0.147586268 -0.12856711
## demo$ethnicity7 -0.318735852 0.398384228 -0.41340995 0.398384228 0.32375416
## demo$ethnicity8 0.029698868 -0.026944326 0.03911530 -0.026944326 -0.04305495
## demo$ethnicity9 -0.188237318 0.231717561 -0.24674329 0.231717561 0.20153194
## 285 286 287 288 289
## (Intercept) 0.26719117 0.28572582 0.268282439 0.265856753 0.26777255
## demo$ethnicity1 0.24927849 0.20821357 0.265050895 0.262362810 0.25484650
## demo$ethnicity2 -0.16101557 -0.13759783 -0.153061350 -0.160379478 -0.14940516
## demo$ethnicity3 -0.20336138 -0.14936219 -0.268282439 -0.245448590 -0.22610588
## demo$ethnicity4 -0.02322353 -0.02831228 -0.002517909 -0.008628739 -0.01454985
## demo$ethnicity5 -0.14593916 -0.11389884 -0.162841077 -0.161650188 -0.15502186
## demo$ethnicity6 -0.13362305 -0.11134989 -0.147586268 -0.145171997 -0.14199788
## demo$ethnicity7 0.36243846 0.29760751 0.398384228 0.389315660 0.37508459
## demo$ethnicity8 -0.03956536 -0.04129692 -0.026944326 -0.028751002 -0.03522555
## demo$ethnicity9 0.22098850 0.18586509 0.231717561 0.230624598 0.22478697
## 290 291 292 293 294
## (Intercept) 0.26777255 0.41340995 0.268282439 0.268282439 0.268282439
## demo$ethnicity1 0.25484650 -0.28007662 0.265050895 0.265050895 0.265050895
## demo$ethnicity2 -0.14940516 0.17841345 -0.153061350 -0.153061350 -0.153061350
## demo$ethnicity3 -0.22610588 0.25325671 -0.268282439 -0.268282439 -0.268282439
## demo$ethnicity4 -0.01454985 0.01607723 -0.002517909 -0.002517909 -0.002517909
## demo$ethnicity5 -0.15502186 0.16068486 -0.162841077 -0.162841077 -0.162841077
## demo$ethnicity6 -0.14199788 0.14918070 -0.147586268 -0.147586268 -0.147586268
## demo$ethnicity7 0.37508459 -0.41340995 0.398384228 0.398384228 0.398384228
## demo$ethnicity8 -0.03522555 0.03911530 -0.026944326 -0.026944326 -0.026944326
## demo$ethnicity9 0.22478697 -0.24674329 0.231717561 0.231717561 0.231717561
## 295 296 297 298 299
## (Intercept) 0.268282439 0.268282439 0.26944354 0.41340995 0.30816130
## demo$ethnicity1 0.265050895 0.265050895 0.23277868 -0.28007662 0.14183870
## demo$ethnicity2 -0.153061350 -0.153061350 -0.14944042 0.17841345 -0.12442732
## demo$ethnicity3 -0.268282439 -0.268282439 -0.15833243 0.25325671 -0.05816130
## demo$ethnicity4 -0.002517909 -0.002517909 -0.03554581 0.01607723 -0.04335638
## demo$ethnicity5 -0.162841077 -0.162841077 -0.12418100 0.16068486 -0.06044105
## demo$ethnicity6 -0.147586268 -0.147586268 -0.12765085 0.14918070 -0.06597937
## demo$ethnicity7 0.398384228 0.398384228 0.33055646 -0.41340995 0.19183870
## demo$ethnicity8 -0.026944326 -0.026944326 -0.05291932 0.03911530 -0.03435177
## demo$ethnicity9 0.231717561 0.231717561 0.20833424 -0.24674329 0.12933870
## 300 301 302 303 304
## (Intercept) 0.268282439 0.41340995 0.27897006 0.268282439 0.26655873
## demo$ethnicity1 0.265050895 -0.28007662 0.23749960 0.265050895 0.25606032
## demo$ethnicity2 -0.153061350 0.17841345 -0.13628388 -0.153061350 -0.16069134
## demo$ethnicity3 -0.268282439 0.25325671 -0.21514027 -0.268282439 -0.22489206
## demo$ethnicity4 -0.002517909 0.01607723 -0.01407849 -0.002517909 -0.01838653
## demo$ethnicity5 -0.162841077 0.16068486 -0.13196361 -0.162841077 -0.15403772
## demo$ethnicity6 -0.147586268 0.14918070 -0.13712886 -0.147586268 -0.13816433
## demo$ethnicity7 0.398384228 -0.41340995 0.35065957 0.398384228 0.37629841
## demo$ethnicity8 -0.026944326 0.03911530 -0.03547124 -0.026944326 -0.03401173
## demo$ethnicity9 0.231717561 -0.24674329 0.20920961 0.231717561 0.22600079
## 305 306 307 308 309
## (Intercept) 0.26684653 0.406025795 0.26866795 0.27028841 0.28912039
## demo$ethnicity1 0.25577252 -0.210717877 0.24780171 0.25233064 0.22057860
## demo$ethnicity2 -0.16097913 0.123908086 -0.14967185 -0.15378272 -0.11825845
## demo$ethnicity3 -0.22517986 0.206877431 -0.20483816 -0.22862175 -0.20216387
## demo$ethnicity4 -0.01362382 -0.006014321 -0.01978445 -0.01177470 -0.01188056
## demo$ethnicity5 -0.14915756 0.128192834 -0.14200189 -0.14282081 -0.12185915
## demo$ethnicity6 -0.14369124 0.116861685 -0.14033690 -0.14207245 -0.13028660
## demo$ethnicity7 0.37601062 -0.315116704 0.36096168 0.37256873 0.32626422
## demo$ethnicity8 -0.03429952 0.033318016 -0.04104215 -0.03774141 -0.03429929
## demo$ethnicity9 0.22571300 -0.184618170 0.21951172 0.22227111 0.19415720
## 310 311 312
## (Intercept) 0.41340995 0.26944354 0.268282439
## demo$ethnicity1 -0.28007662 0.23277868 0.265050895
## demo$ethnicity2 0.17841345 -0.14944042 -0.153061350
## demo$ethnicity3 0.25325671 -0.15833243 -0.268282439
## demo$ethnicity4 0.01607723 -0.03554581 -0.002517909
## demo$ethnicity5 0.16068486 -0.12418100 -0.162841077
## demo$ethnicity6 0.14918070 -0.12765085 -0.147586268
## demo$ethnicity7 -0.41340995 0.33055646 0.398384228
## demo$ethnicity8 0.03911530 -0.05291932 -0.026944326
## demo$ethnicity9 -0.24674329 0.20833424 0.231717561
##
## $f.perms
## [,1]
## [1,] 1.0185389
## [2,] 0.5532924
## [3,] 1.0668886
## [4,] 0.8834842
## [5,] 1.4274847
## [6,] 0.4210398
## [7,] 0.5176718
## [8,] 0.8062656
## [9,] 1.0322399
## [10,] 0.4510769
## [11,] 1.0218220
## [12,] 0.9330209
## [13,] 1.5549966
## [14,] 0.3167529
## [15,] 0.6323533
## [16,] 0.7526256
## [17,] 0.9529499
## [18,] 0.9467851
## [19,] 0.7510669
## [20,] 0.7681105
## [21,] 0.3904952
## [22,] 1.7111106
## [23,] 1.6476211
## [24,] 0.6433216
## [25,] 1.6027710
## [26,] 0.6469565
## [27,] 0.7648984
## [28,] 1.1347651
## [29,] 1.1507292
## [30,] 1.2624413
## [31,] 1.1295293
## [32,] 0.4692463
## [33,] 1.5891278
## [34,] 0.6634697
## [35,] 0.3798144
## [36,] 1.2106976
## [37,] 1.7011937
## [38,] 0.7319480
## [39,] 0.5118119
## [40,] 1.0697711
## [41,] 1.5902948
## [42,] 1.1989711
## [43,] 1.6869272
## [44,] 1.1535703
## [45,] 1.6759167
## [46,] 0.8899714
## [47,] 0.7268960
## [48,] 1.0142279
## [49,] 0.7622049
## [50,] 0.6874806
## [51,] 1.2786741
## [52,] 1.1212481
## [53,] 0.5626278
## [54,] 1.1669235
## [55,] 2.6933075
## [56,] 0.5803355
## [57,] 0.5729044
## [58,] 0.9890693
## [59,] 0.4696450
## [60,] 0.5425828
## [61,] 0.7700289
## [62,] 0.8369883
## [63,] 0.6151565
## [64,] 1.5643391
## [65,] 0.9051864
## [66,] 0.8366287
## [67,] 0.7131490
## [68,] 1.1244403
## [69,] 0.3696459
## [70,] 0.6486437
## [71,] 1.5622885
## [72,] 0.4423103
## [73,] 0.6925398
## [74,] 1.1999071
## [75,] 2.1991462
## [76,] 0.5219578
## [77,] 1.2695938
## [78,] 0.9528737
## [79,] 0.8550153
## [80,] 0.7916228
## [81,] 0.9961829
## [82,] 1.2782493
## [83,] 1.0522375
## [84,] 1.2463152
## [85,] 1.7309931
## [86,] 0.4948795
## [87,] 0.6896022
## [88,] 0.8455967
## [89,] 0.9754894
## [90,] 0.4237620
## [91,] 1.3709918
## [92,] 1.4619204
## [93,] 1.3139474
## [94,] 0.9857476
## [95,] 1.4557253
## [96,] 0.9566657
## [97,] 2.5707688
## [98,] 0.2912272
## [99,] 0.6423025
## [100,] 1.9500070
## [101,] 0.9412242
## [102,] 2.0859732
## [103,] 0.6600342
## [104,] 0.8393942
## [105,] 1.1905101
## [106,] 0.3567339
## [107,] 1.8561258
## [108,] 1.4346906
## [109,] 0.5531913
## [110,] 0.7937377
## [111,] 1.1890322
## [112,] 0.5835760
## [113,] 0.6717869
## [114,] 1.1483208
## [115,] 0.5095976
## [116,] 0.8292253
## [117,] 2.1347402
## [118,] 0.7336228
## [119,] 0.9474298
## [120,] 0.4344986
## [121,] 0.5164022
## [122,] 2.6405604
## [123,] 1.4110079
## [124,] 1.3284261
## [125,] 0.7089061
## [126,] 0.4602756
## [127,] 1.0323834
## [128,] 0.7901492
## [129,] 0.5252871
## [130,] 0.3375967
## [131,] 0.5872102
## [132,] 0.5567209
## [133,] 0.7563936
## [134,] 0.8678412
## [135,] 1.1583154
## [136,] 0.5544156
## [137,] 1.2304138
## [138,] 1.4330817
## [139,] 1.0545477
## [140,] 1.9915397
## [141,] 0.7085607
## [142,] 1.3326302
## [143,] 1.2920749
## [144,] 1.3729026
## [145,] 0.6391017
## [146,] 0.7320731
## [147,] 0.6980545
## [148,] 0.4343858
## [149,] 1.1878802
## [150,] 0.6115918
## [151,] 1.5131509
## [152,] 0.8131214
## [153,] 0.9362174
## [154,] 0.6124230
## [155,] 0.4711817
## [156,] 1.2435152
## [157,] 2.6163397
## [158,] 0.7191559
## [159,] 0.5184280
## [160,] 0.6089200
## [161,] 1.1287128
## [162,] 2.0098927
## [163,] 1.0264560
## [164,] 0.7004927
## [165,] 0.3924207
## [166,] 1.0175880
## [167,] 0.7516200
## [168,] 1.7745479
## [169,] 0.6536501
## [170,] 0.6628912
## [171,] 0.8355046
## [172,] 1.8369556
## [173,] 0.6747080
## [174,] 0.4474402
## [175,] 1.1584169
## [176,] 1.0625489
## [177,] 0.6474895
## [178,] 1.0359439
## [179,] 1.8174857
## [180,] 0.6624267
## [181,] 0.5980025
## [182,] 0.6871534
## [183,] 0.5574363
## [184,] 0.4668999
## [185,] 0.8423199
## [186,] 0.4311838
## [187,] 0.4729564
## [188,] 1.0935835
## [189,] 1.3389965
## [190,] 0.5764259
## [191,] 1.0105250
## [192,] 0.6001235
## [193,] 0.5256446
## [194,] 0.8099752
## [195,] 0.2843186
## [196,] 0.7701690
## [197,] 1.2108085
## [198,] 2.4766348
## [199,] 0.7005987
## [200,] 0.9208395
## [201,] 2.0596653
## [202,] 1.3913299
## [203,] 0.7790751
## [204,] 0.7356871
## [205,] 2.5553035
## [206,] 1.2465011
## [207,] 0.8550911
## [208,] 1.3222318
## [209,] 0.3916231
## [210,] 1.0869803
## [211,] 0.3282809
## [212,] 0.9555986
## [213,] 0.7930647
## [214,] 0.5500864
## [215,] 1.9103690
## [216,] 0.4436790
## [217,] 0.4480576
## [218,] 1.2964551
## [219,] 0.9336811
## [220,] 1.0444683
## [221,] 0.4015544
## [222,] 0.8820619
## [223,] 1.1361172
## [224,] 1.0057140
## [225,] 3.5339386
## [226,] 3.2422349
## [227,] 1.1713482
## [228,] 0.7374000
## [229,] 1.7914384
## [230,] 1.6267983
## [231,] 0.7227985
## [232,] 0.8441481
## [233,] 1.0514398
## [234,] 1.0552249
## [235,] 1.6301739
## [236,] 1.3825498
## [237,] 1.8890056
## [238,] 1.0621983
## [239,] 1.2112946
## [240,] 1.1381676
## [241,] 1.0627190
## [242,] 1.4904346
## [243,] 0.5123581
## [244,] 0.6717119
## [245,] 1.0919865
## [246,] 0.6741670
## [247,] 1.5053636
## [248,] 2.0953744
## [249,] 2.5280063
## [250,] 1.3992834
## [251,] 1.0013203
## [252,] 0.7851331
## [253,] 1.2113319
## [254,] 1.9304498
## [255,] 1.0764647
## [256,] 1.0837583
## [257,] 1.0043012
## [258,] 0.4858271
## [259,] 1.9317612
## [260,] 1.0557387
## [261,] 0.4007285
## [262,] 1.2098290
## [263,] 0.6514744
## [264,] 0.2544073
## [265,] 1.7043381
## [266,] 1.6938543
## [267,] 1.1506841
## [268,] 0.8036146
## [269,] 0.8715500
## [270,] 0.9904502
## [271,] 2.6044858
## [272,] 0.8725691
## [273,] 0.9737356
## [274,] 1.0865865
## [275,] 1.3094678
## [276,] 1.1014489
## [277,] 1.1675075
## [278,] 0.7373205
## [279,] 1.4914778
## [280,] 0.7247474
## [281,] 1.0076561
## [282,] 0.8243449
## [283,] 0.8977787
## [284,] 0.8713103
## [285,] 0.3875564
## [286,] 2.5207921
## [287,] 1.0910766
## [288,] 1.6208947
## [289,] 1.0775879
## [290,] 1.4727630
## [291,] 2.2095931
## [292,] 0.5094913
## [293,] 0.7397609
## [294,] 0.4570060
## [295,] 1.0535290
## [296,] 0.9762512
## [297,] 1.2570598
## [298,] 0.6726984
## [299,] 1.0863692
## [300,] 2.1398343
## [301,] 1.0342674
## [302,] 0.5790717
## [303,] 1.7452152
## [304,] 0.4962942
## [305,] 0.9536728
## [306,] 1.6526165
## [307,] 0.9742987
## [308,] 1.4010895
## [309,] 0.6968846
## [310,] 0.6862598
## [311,] 0.6938008
## [312,] 1.2194905
## [313,] 2.0323345
## [314,] 1.2734134
## [315,] 1.1530709
## [316,] 1.3789567
## [317,] 2.3272511
## [318,] 1.8626148
## [319,] 1.5078073
## [320,] 0.4200545
## [321,] 0.6249755
## [322,] 0.6535802
## [323,] 0.6777598
## [324,] 1.3612293
## [325,] 0.5307594
## [326,] 1.3311397
## [327,] 1.9802329
## [328,] 1.1822762
## [329,] 0.4953659
## [330,] 1.6683250
## [331,] 1.2508899
## [332,] 1.2901303
## [333,] 0.4572234
## [334,] 1.4018177
## [335,] 1.2757780
## [336,] 0.9792412
## [337,] 1.3002876
## [338,] 1.2782801
## [339,] 1.3947674
## [340,] 0.7160352
## [341,] 0.4578892
## [342,] 0.6443274
## [343,] 0.4740136
## [344,] 0.9305027
## [345,] 0.8440794
## [346,] 0.2725144
## [347,] 2.2511189
## [348,] 0.4443215
## [349,] 0.8901792
## [350,] 1.2974481
## [351,] 0.8719222
## [352,] 0.7187697
## [353,] 1.8881152
## [354,] 0.6760703
## [355,] 1.3173435
## [356,] 0.2235644
## [357,] 0.6143110
## [358,] 0.5794297
## [359,] 1.2965123
## [360,] 0.5911778
## [361,] 0.7570557
## [362,] 1.2024695
## [363,] 1.6832535
## [364,] 0.5370773
## [365,] 0.4331564
## [366,] 1.2625456
## [367,] 1.1243805
## [368,] 0.6738131
## [369,] 0.7640565
## [370,] 0.9803976
## [371,] 0.9874122
## [372,] 0.3632133
## [373,] 1.0699418
## [374,] 1.3894467
## [375,] 0.5129867
## [376,] 2.8626779
## [377,] 2.3203880
## [378,] 1.0574876
## [379,] 0.9524898
## [380,] 0.3829026
## [381,] 1.3791307
## [382,] 0.9376719
## [383,] 0.7973687
## [384,] 1.2877592
## [385,] 0.9096763
## [386,] 1.0145790
## [387,] 0.4972179
## [388,] 0.7737485
## [389,] 0.9746665
## [390,] 0.9926033
## [391,] 0.6885921
## [392,] 0.3415815
## [393,] 0.5295259
## [394,] 1.5397559
## [395,] 0.5794512
## [396,] 0.8435864
## [397,] 0.6795489
## [398,] 1.1451854
## [399,] 0.7254990
## [400,] 0.2956584
## [401,] 0.6504647
## [402,] 1.5843590
## [403,] 1.2183588
## [404,] 1.1907143
## [405,] 1.1440055
## [406,] 0.9193718
## [407,] 1.2498960
## [408,] 1.4694883
## [409,] 0.6692666
## [410,] 0.7093485
## [411,] 0.5673585
## [412,] 0.7691280
## [413,] 0.3750873
## [414,] 1.7272507
## [415,] 0.7566406
## [416,] 0.4950582
## [417,] 1.2032149
## [418,] 0.7794035
## [419,] 2.3982433
## [420,] 0.3936671
## [421,] 1.3135687
## [422,] 0.5539232
## [423,] 0.6810566
## [424,] 1.0996885
## [425,] 0.4063990
## [426,] 0.3909593
## [427,] 0.8273638
## [428,] 1.8018470
## [429,] 0.5873062
## [430,] 1.3381171
## [431,] 1.6379562
## [432,] 1.2808974
## [433,] 1.0296414
## [434,] 1.3128073
## [435,] 0.9369593
## [436,] 1.6288705
## [437,] 1.4980570
## [438,] 0.9654818
## [439,] 0.8106328
## [440,] 0.3890370
## [441,] 0.7486597
## [442,] 0.7972198
## [443,] 1.4373146
## [444,] 0.9770818
## [445,] 0.7451979
## [446,] 1.0569812
## [447,] 1.8376830
## [448,] 1.1084907
## [449,] 1.3686757
## [450,] 0.6113679
## [451,] 1.4908890
## [452,] 0.4471577
## [453,] 1.6577476
## [454,] 1.2927853
## [455,] 0.7275898
## [456,] 0.8582998
## [457,] 1.1254179
## [458,] 1.4165768
## [459,] 1.7159937
## [460,] 1.1308008
## [461,] 0.5886207
## [462,] 1.6208519
## [463,] 1.3555903
## [464,] 0.9658793
## [465,] 1.1057322
## [466,] 1.7174856
## [467,] 1.6255232
## [468,] 1.1801888
## [469,] 0.9050343
## [470,] 0.7543419
## [471,] 0.9134379
## [472,] 1.6525793
## [473,] 1.5598806
## [474,] 1.8268385
## [475,] 1.5788181
## [476,] 0.5384768
## [477,] 0.9923723
## [478,] 0.9103330
## [479,] 0.4269273
## [480,] 2.3537260
## [481,] 0.9279908
## [482,] 0.8931778
## [483,] 1.4673272
## [484,] 1.2486922
## [485,] 1.9444618
## [486,] 0.8203242
## [487,] 1.2939623
## [488,] 1.4898090
## [489,] 0.3951058
## [490,] 0.7305508
## [491,] 0.9495171
## [492,] 1.5661761
## [493,] 1.0631092
## [494,] 2.1777527
## [495,] 0.2783383
## [496,] 1.3606862
## [497,] 1.3507124
## [498,] 0.9000844
## [499,] 1.2706144
## [500,] 0.3638554
## [501,] 1.4774635
## [502,] 0.6480591
## [503,] 1.2270675
## [504,] 0.9201212
## [505,] 1.3997992
## [506,] 0.3664895
## [507,] 1.2386877
## [508,] 0.6565390
## [509,] 1.2897885
## [510,] 0.7657982
## [511,] 1.9312300
## [512,] 1.3487043
## [513,] 2.7678074
## [514,] 0.8569693
## [515,] 2.1745333
## [516,] 0.5018549
## [517,] 1.5929735
## [518,] 0.7244264
## [519,] 1.0589272
## [520,] 1.3729748
## [521,] 0.9864801
## [522,] 1.7313868
## [523,] 1.0230406
## [524,] 0.6230671
## [525,] 1.2167117
## [526,] 1.7133102
## [527,] 0.7946453
## [528,] 0.8999729
## [529,] 1.1648962
## [530,] 0.5322460
## [531,] 0.9256138
## [532,] 0.4789219
## [533,] 0.8310489
## [534,] 0.6968636
## [535,] 1.0920465
## [536,] 1.0673632
## [537,] 1.0047962
## [538,] 0.9143226
## [539,] 0.7441537
## [540,] 1.2710461
## [541,] 0.6642572
## [542,] 0.6147859
## [543,] 0.8478595
## [544,] 1.2018351
## [545,] 0.3384108
## [546,] 0.6554242
## [547,] 1.2993244
## [548,] 1.3584049
## [549,] 1.2886027
## [550,] 1.2303000
## [551,] 1.2889155
## [552,] 0.3732809
## [553,] 1.0381667
## [554,] 0.5349458
## [555,] 0.9101117
## [556,] 0.7129607
## [557,] 1.0475309
## [558,] 1.2635389
## [559,] 0.7065886
## [560,] 2.2964646
## [561,] 1.6565827
## [562,] 0.9132169
## [563,] 0.5214767
## [564,] 0.9975558
## [565,] 1.0004884
## [566,] 1.2988720
## [567,] 0.7224640
## [568,] 0.6269226
## [569,] 0.5221535
## [570,] 0.5326930
## [571,] 0.7064153
## [572,] 1.0615194
## [573,] 1.7185765
## [574,] 0.8045510
## [575,] 0.4527897
## [576,] 1.0085624
## [577,] 0.8161214
## [578,] 2.0867975
## [579,] 1.4441283
## [580,] 1.3800546
## [581,] 1.0323440
## [582,] 0.7914029
## [583,] 0.9103335
## [584,] 0.8965548
## [585,] 1.0455738
## [586,] 1.8166927
## [587,] 1.0419884
## [588,] 1.1577353
## [589,] 1.1396212
## [590,] 1.7437787
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## [595,] 2.1594952
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## [597,] 1.3177785
## [598,] 0.7144693
## [599,] 0.6701911
## [600,] 1.1826800
## [601,] 1.3359937
## [602,] 0.3974503
## [603,] 1.1961842
## [604,] 1.3707679
## [605,] 0.3084174
## [606,] 1.1321995
## [607,] 1.0590905
## [608,] 0.5161944
## [609,] 1.4912015
## [610,] 0.6043364
## [611,] 1.2730184
## [612,] 2.9656066
## [613,] 0.8405737
## [614,] 1.5607497
## [615,] 0.5567437
## [616,] 0.7898544
## [617,] 0.8454617
## [618,] 0.8609104
## [619,] 1.5110630
## [620,] 0.8503798
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## [622,] 0.7391122
## [623,] 1.6725646
## [624,] 0.6848775
## [625,] 1.4516714
## [626,] 0.9989571
## [627,] 0.9650827
## [628,] 0.9205790
## [629,] 1.1507717
## [630,] 1.0869379
## [631,] 0.2549898
## [632,] 1.7484777
## [633,] 1.0035166
## [634,] 1.1047675
## [635,] 0.4425458
## [636,] 0.6585113
## [637,] 0.3302133
## [638,] 1.0559059
## [639,] 1.0512902
## [640,] 0.9918309
## [641,] 0.3912881
## [642,] 1.0225279
## [643,] 0.3836049
## [644,] 0.9293130
## [645,] 1.5129448
## [646,] 0.8706060
## [647,] 1.2226980
## [648,] 1.1744190
## [649,] 0.9641765
## [650,] 0.6933316
## [651,] 1.3107749
## [652,] 1.3904835
## [653,] 1.3495819
## [654,] 1.7713682
## [655,] 1.3798806
## [656,] 0.9702849
## [657,] 0.8857861
## [658,] 1.6822703
## [659,] 1.2927639
## [660,] 0.5567574
## [661,] 1.4704818
## [662,] 0.6973516
## [663,] 1.7736736
## [664,] 1.0008744
## [665,] 1.7031170
## [666,] 0.6735612
## [667,] 0.6052007
## [668,] 0.8242143
## [669,] 0.9840830
## [670,] 0.6139767
## [671,] 1.4872514
## [672,] 0.5300186
## [673,] 0.8656083
## [674,] 1.4728763
## [675,] 0.5416969
## [676,] 0.4887240
## [677,] 1.0896531
## [678,] 1.8969890
## [679,] 1.4953073
## [680,] 1.0204333
## [681,] 1.1097929
## [682,] 0.6411150
## [683,] 0.3741752
## [684,] 1.5959044
## [685,] 0.7085167
## [686,] 0.4502499
## [687,] 1.1548235
## [688,] 0.6855010
## [689,] 0.8290672
## [690,] 0.7867695
## [691,] 0.4802872
## [692,] 0.2648385
## [693,] 0.6915588
## [694,] 1.3655719
## [695,] 1.2170157
## [696,] 0.7152302
## [697,] 1.2548770
## [698,] 0.8228775
## [699,] 0.9017804
## [700,] 0.5392628
## [701,] 1.0678265
## [702,] 1.4947517
## [703,] 0.9596315
## [704,] 0.5773614
## [705,] 0.8141306
## [706,] 0.7561078
## [707,] 0.5776244
## [708,] 0.9363099
## [709,] 1.4883205
## [710,] 1.8543211
## [711,] 1.1370057
## [712,] 0.6569452
## [713,] 0.3216394
## [714,] 1.3313674
## [715,] 1.0820198
## [716,] 1.1768464
## [717,] 1.3441989
## [718,] 0.7661295
## [719,] 0.5544402
## [720,] 0.5330798
## [721,] 1.7806261
## [722,] 0.5008790
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## [724,] 0.4708195
## [725,] 1.1011348
## [726,] 0.5854430
## [727,] 0.8747919
## [728,] 0.5147706
## [729,] 1.8644019
## [730,] 0.4703352
## [731,] 1.1613621
## [732,] 0.6841779
## [733,] 1.5176171
## [734,] 1.0240079
## [735,] 0.9929902
## [736,] 1.2998176
## [737,] 0.9132744
## [738,] 1.6706646
## [739,] 2.3433074
## [740,] 0.4392626
## [741,] 0.8927640
## [742,] 0.8734028
## [743,] 1.4889026
## [744,] 2.1164367
## [745,] 0.7764216
## [746,] 1.2203508
## [747,] 0.4663317
## [748,] 1.1490711
## [749,] 0.6780649
## [750,] 0.7496580
## [751,] 1.4146939
## [752,] 0.4685752
## [753,] 0.7181285
## [754,] 1.2395272
## [755,] 0.7963351
## [756,] 0.6897108
## [757,] 0.7494854
## [758,] 0.4384716
## [759,] 0.5379867
## [760,] 0.8877081
## [761,] 0.4796525
## [762,] 1.5688731
## [763,] 1.5560761
## [764,] 0.8822848
## [765,] 1.2271003
## [766,] 1.7881912
## [767,] 0.9455478
## [768,] 1.8348778
## [769,] 1.1343908
## [770,] 0.3173672
## [771,] 0.7404864
## [772,] 0.5600985
## [773,] 0.6231207
## [774,] 1.0993618
## [775,] 1.0425172
## [776,] 1.2942521
## [777,] 2.0606896
## [778,] 0.7521419
## [779,] 0.5749805
## [780,] 0.3943448
## [781,] 0.6240242
## [782,] 1.3420692
## [783,] 0.8904796
## [784,] 2.8480634
## [785,] 0.9960279
## [786,] 1.6918148
## [787,] 1.1135252
## [788,] 0.9557259
## [789,] 0.9904958
## [790,] 1.1292149
## [791,] 1.1829120
## [792,] 0.4840639
## [793,] 0.5828472
## [794,] 1.4312965
## [795,] 0.8506437
## [796,] 0.9208208
## [797,] 0.3686417
## [798,] 0.3148885
## [799,] 0.4929317
## [800,] 2.2236721
## [801,] 1.1312004
## [802,] 0.3920227
## [803,] 1.2878525
## [804,] 0.4938022
## [805,] 0.7237703
## [806,] 0.4007439
## [807,] 1.2116273
## [808,] 0.8385883
## [809,] 0.4334847
## [810,] 0.8722813
## [811,] 1.3789070
## [812,] 0.3285522
## [813,] 0.4898726
## [814,] 0.5178644
## [815,] 0.6331753
## [816,] 1.1739898
## [817,] 1.0685867
## [818,] 1.2134871
## [819,] 1.0675916
## [820,] 1.3014576
## [821,] 0.9722508
## [822,] 1.4116892
## [823,] 1.0187163
## [824,] 1.3998683
## [825,] 0.5740467
## [826,] 0.8387188
## [827,] 0.7351636
## [828,] 0.6539272
## [829,] 1.0681826
## [830,] 1.3554685
## [831,] 2.0135319
## [832,] 0.9650737
## [833,] 0.6933910
## [834,] 0.7688729
## [835,] 0.6729326
## [836,] 1.0586352
## [837,] 1.6685715
## [838,] 0.4638065
## [839,] 1.6185696
## [840,] 0.5240951
## [841,] 1.4685100
## [842,] 1.1631603
## [843,] 0.6154232
## [844,] 0.8430198
## [845,] 0.5240484
## [846,] 0.9463689
## [847,] 1.4116577
## [848,] 0.8402984
## [849,] 0.7644944
## [850,] 0.6622143
## [851,] 0.8453612
## [852,] 0.9264268
## [853,] 0.6608131
## [854,] 1.4487953
## [855,] 1.1484208
## [856,] 0.5735672
## [857,] 0.6245386
## [858,] 2.3282745
## [859,] 0.8968286
## [860,] 0.5188068
## [861,] 1.8142151
## [862,] 1.4872402
## [863,] 0.6858551
## [864,] 0.9433217
## [865,] 0.6093424
## [866,] 0.8813213
## [867,] 1.5286460
## [868,] 1.2761855
## [869,] 0.7157759
## [870,] 0.4573475
## [871,] 1.2079216
## [872,] 1.0898752
## [873,] 0.2395347
## [874,] 1.0283278
## [875,] 1.0264416
## [876,] 1.7393224
## [877,] 0.4739910
## [878,] 1.8935563
## [879,] 1.2660735
## [880,] 0.7812974
## [881,] 0.9145711
## [882,] 1.4276489
## [883,] 0.6756575
## [884,] 0.6530931
## [885,] 0.3035407
## [886,] 1.6229215
## [887,] 1.2325089
## [888,] 1.1593672
## [889,] 1.1947590
## [890,] 1.4075135
## [891,] 0.6872457
## [892,] 1.2018037
## [893,] 0.8500584
## [894,] 0.2851430
## [895,] 0.6846550
## [896,] 2.0892925
## [897,] 0.6079733
## [898,] 1.0202423
## [899,] 0.4852538
## [900,] 0.6149516
## [901,] 0.7386913
## [902,] 0.7171271
## [903,] 0.8280398
## [904,] 1.2985638
## [905,] 1.3695460
## [906,] 0.6303295
## [907,] 0.6702690
## [908,] 0.4605312
## [909,] 0.7717521
## [910,] 0.5353055
## [911,] 0.3534650
## [912,] 3.2016931
## [913,] 3.3129794
## [914,] 0.5372197
## [915,] 0.7875302
## [916,] 0.4312628
## [917,] 0.9081750
## [918,] 0.4028763
## [919,] 0.3634248
## [920,] 1.6127346
## [921,] 0.7529026
## [922,] 0.3406370
## [923,] 1.8735595
## [924,] 1.3045984
## [925,] 0.8631109
## [926,] 1.1261966
## [927,] 0.4122756
## [928,] 1.0840083
## [929,] 0.9001377
## [930,] 1.7763285
## [931,] 0.4981228
## [932,] 0.7026061
## [933,] 0.9569963
## [934,] 0.4005158
## [935,] 0.5129395
## [936,] 0.6632078
## [937,] 1.5124178
## [938,] 0.5888281
## [939,] 1.8753048
## [940,] 0.8443459
## [941,] 1.2726720
## [942,] 0.8886696
## [943,] 0.5436170
## [944,] 0.7426442
## [945,] 0.8259584
## [946,] 0.9153232
## [947,] 0.6995827
## [948,] 0.9199733
## [949,] 1.3564963
## [950,] 1.5419689
## [951,] 0.8917743
## [952,] 0.7401513
## [953,] 0.5655613
## [954,] 0.7493938
## [955,] 1.3874863
## [956,] 1.3407852
## [957,] 1.3341971
## [958,] 0.7062172
## [959,] 0.8944695
## [960,] 1.2604435
## [961,] 1.0577595
## [962,] 1.7984141
## [963,] 1.2621349
## [964,] 0.8110349
## [965,] 0.5164165
## [966,] 0.8749383
## [967,] 0.3649608
## [968,] 0.3242714
## [969,] 1.0561814
## [970,] 0.4558873
## [971,] 0.9137341
## [972,] 0.5488741
## [973,] 0.6136485
## [974,] 0.5684415
## [975,] 0.6540088
## [976,] 1.6211018
## [977,] 0.5767469
## [978,] 0.5119073
## [979,] 0.8548722
## [980,] 1.0424170
## [981,] 0.8803022
## [982,] 0.9282875
## [983,] 1.0372685
## [984,] 0.9191953
## [985,] 1.6876098
## [986,] 0.9636847
## [987,] 0.7790810
## [988,] 1.7693173
## [989,] 0.8537624
## [990,] 0.9457349
## [991,] 1.2766875
## [992,] 2.5304097
## [993,] 1.4144024
## [994,] 0.6728898
## [995,] 1.6439005
## [996,] 0.8886112
## [997,] 2.2076364
## [998,] 0.9080346
## [999,] 0.6173287
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 -1 -1 -1 -1
## 4 1 -1 -1 -1 -1
## 5 1 -1 -1 -1 -1
## 6 1 -1 -1 -1 -1
## 7 1 0 0 0 0
## 8 1 -1 -1 -1 -1
## 9 1 -1 -1 -1 -1
## 10 1 -1 -1 -1 -1
## 11 1 -1 -1 -1 -1
## 12 1 -1 -1 -1 -1
## 13 1 -1 -1 -1 -1
## 14 1 -1 -1 -1 -1
## 15 1 -1 -1 -1 -1
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 0
## 18 1 -1 -1 -1 -1
## 19 1 0 0 1 0
## 20 1 0 0 0 0
## 21 1 -1 -1 -1 -1
## 22 1 -1 -1 -1 -1
## 23 1 -1 -1 -1 -1
## 24 1 0 0 0 0
## 25 1 -1 -1 -1 -1
## 26 1 1 0 0 0
## 27 1 -1 -1 -1 -1
## 28 1 -1 -1 -1 -1
## 29 1 1 0 0 0
## 30 1 -1 -1 -1 -1
## 31 1 -1 -1 -1 -1
## 32 1 0 0 0 0
## 33 1 -1 -1 -1 -1
## 34 1 0 0 0 0
## 35 1 0 0 0 0
## 36 1 -1 -1 -1 -1
## 37 1 0 0 0 1
## 38 1 -1 -1 -1 -1
## 39 1 -1 -1 -1 -1
## 40 1 -1 -1 -1 -1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 -1 -1 -1 -1
## 44 1 -1 -1 -1 -1
## 45 1 -1 -1 -1 -1
## 46 1 -1 -1 -1 -1
## 47 1 0 1 0 0
## 48 1 -1 -1 -1 -1
## 49 1 -1 -1 -1 -1
## 50 1 -1 -1 -1 -1
## 51 1 1 0 0 0
## 52 1 -1 -1 -1 -1
## 53 1 -1 -1 -1 -1
## 54 1 1 0 0 0
## 55 1 -1 -1 -1 -1
## 56 1 -1 -1 -1 -1
## 57 1 -1 -1 -1 -1
## 58 1 -1 -1 -1 -1
## 59 1 -1 -1 -1 -1
## 60 1 -1 -1 -1 -1
## 61 1 -1 -1 -1 -1
## 62 1 -1 -1 -1 -1
## 63 1 -1 -1 -1 -1
## 64 1 -1 -1 -1 -1
## 65 1 -1 -1 -1 -1
## 66 1 0 0 0 0
## 67 1 -1 -1 -1 -1
## 68 1 -1 -1 -1 -1
## 69 1 -1 -1 -1 -1
## 70 1 0 0 0 0
## 71 1 -1 -1 -1 -1
## 72 1 -1 -1 -1 -1
## 73 1 -1 -1 -1 -1
## 74 1 -1 -1 -1 -1
## 75 1 -1 -1 -1 -1
## 76 1 -1 -1 -1 -1
## 77 1 -1 -1 -1 -1
## 78 1 -1 -1 -1 -1
## 79 1 -1 -1 -1 -1
## 80 1 -1 -1 -1 -1
## 81 1 -1 -1 -1 -1
## 82 1 -1 -1 -1 -1
## 83 1 -1 -1 -1 -1
## 84 1 -1 -1 -1 -1
## 85 1 -1 -1 -1 -1
## 86 1 0 0 0 0
## 87 1 -1 -1 -1 -1
## 88 1 -1 -1 -1 -1
## 89 1 -1 -1 -1 -1
## 90 1 0 0 0 1
## 91 1 -1 -1 -1 -1
## 92 1 -1 -1 -1 -1
## 93 1 -1 -1 -1 -1
## 94 1 -1 -1 -1 -1
## 95 1 -1 -1 -1 -1
## 96 1 -1 -1 -1 -1
## 97 1 0 0 0 0
## 98 1 0 0 0 0
## 99 1 -1 -1 -1 -1
## 100 1 -1 -1 -1 -1
## 101 1 -1 -1 -1 -1
## 102 1 -1 -1 -1 -1
## 103 1 0 0 0 1
## 104 1 -1 -1 -1 -1
## 105 1 -1 -1 -1 -1
## 106 1 -1 -1 -1 -1
## 107 1 -1 -1 -1 -1
## 108 1 -1 -1 -1 -1
## 109 1 1 0 0 0
## 110 1 -1 -1 -1 -1
## 111 1 -1 -1 -1 -1
## 112 1 -1 -1 -1 -1
## 113 1 0 0 0 0
## 114 1 -1 -1 -1 -1
## 115 1 -1 -1 -1 -1
## 116 1 0 0 0 0
## 117 1 -1 -1 -1 -1
## 118 1 -1 -1 -1 -1
## 119 1 -1 -1 -1 -1
## 120 1 -1 -1 -1 -1
## 121 1 -1 -1 -1 -1
## 122 1 -1 -1 -1 -1
## 123 1 0 0 0 1
## 124 1 0 0 0 0
## 125 1 0 0 0 0
## 126 1 -1 -1 -1 -1
## 127 1 -1 -1 -1 -1
## 128 1 -1 -1 -1 -1
## 129 1 0 0 0 0
## 130 1 -1 -1 -1 -1
## 131 1 0 0 0 1
## 132 1 -1 -1 -1 -1
## 133 1 -1 -1 -1 -1
## 134 1 -1 -1 -1 -1
## 135 1 -1 -1 -1 -1
## 136 1 -1 -1 -1 -1
## 137 1 -1 -1 -1 -1
## 138 1 -1 -1 -1 -1
## 139 1 -1 -1 -1 -1
## 140 1 -1 -1 -1 -1
## 141 1 0 0 0 0
## 142 1 -1 -1 -1 -1
## 143 1 0 0 0 0
## 144 1 -1 -1 -1 -1
## 145 1 -1 -1 -1 -1
## 146 1 -1 -1 -1 -1
## 147 1 -1 -1 -1 -1
## 148 1 -1 -1 -1 -1
## 149 1 -1 -1 -1 -1
## 150 1 -1 -1 -1 -1
## 151 1 0 0 0 0
## 152 1 -1 -1 -1 -1
## 153 1 -1 -1 -1 -1
## 154 1 -1 -1 -1 -1
## 155 1 -1 -1 -1 -1
## 156 1 -1 -1 -1 -1
## 157 1 -1 -1 -1 -1
## 158 1 -1 -1 -1 -1
## 159 1 -1 -1 -1 -1
## 160 1 -1 -1 -1 -1
## 161 1 -1 -1 -1 -1
## 162 1 0 0 0 0
## 163 1 -1 -1 -1 -1
## 164 1 -1 -1 -1 -1
## 165 1 -1 -1 -1 -1
## 166 1 -1 -1 -1 -1
## 167 1 -1 -1 -1 -1
## 168 1 -1 -1 -1 -1
## 169 1 -1 -1 -1 -1
## 170 1 -1 -1 -1 -1
## 171 1 -1 -1 -1 -1
## 172 1 -1 -1 -1 -1
## 173 1 -1 -1 -1 -1
## 174 1 -1 -1 -1 -1
## 175 1 -1 -1 -1 -1
## 176 1 -1 -1 -1 -1
## 177 1 -1 -1 -1 -1
## 178 1 -1 -1 -1 -1
## 179 1 -1 -1 -1 -1
## 180 1 -1 -1 -1 -1
## 181 1 -1 -1 -1 -1
## 182 1 -1 -1 -1 -1
## 183 1 -1 -1 -1 -1
## 184 1 0 0 0 0
## 185 1 -1 -1 -1 -1
## 186 1 -1 -1 -1 -1
## 187 1 0 0 0 1
## 188 1 0 1 0 0
## 189 1 -1 -1 -1 -1
## 190 1 -1 -1 -1 -1
## 191 1 -1 -1 -1 -1
## 192 1 -1 -1 -1 -1
## 193 1 -1 -1 -1 -1
## 194 1 -1 -1 -1 -1
## 195 1 -1 -1 -1 -1
## 196 1 -1 -1 -1 -1
## 197 1 -1 -1 -1 -1
## 198 1 -1 -1 -1 -1
## 199 1 -1 -1 -1 -1
## 200 1 -1 -1 -1 -1
## 201 1 -1 -1 -1 -1
## 202 1 -1 -1 -1 -1
## 203 1 -1 -1 -1 -1
## 204 1 -1 -1 -1 -1
## 205 1 -1 -1 -1 -1
## 206 1 -1 -1 -1 -1
## 207 1 -1 -1 -1 -1
## 208 1 -1 -1 -1 -1
## 209 1 -1 -1 -1 -1
## 210 1 -1 -1 -1 -1
## 211 1 -1 -1 -1 -1
## 212 1 -1 -1 -1 -1
## 213 1 -1 -1 -1 -1
## 214 1 -1 -1 -1 -1
## 215 1 -1 -1 -1 -1
## 216 1 -1 -1 -1 -1
## 217 1 -1 -1 -1 -1
## 218 1 -1 -1 -1 -1
## 219 1 -1 -1 -1 -1
## 220 1 -1 -1 -1 -1
## 221 1 -1 -1 -1 -1
## 222 1 -1 -1 -1 -1
## 223 1 -1 -1 -1 -1
## 224 1 -1 -1 -1 -1
## 225 1 -1 -1 -1 -1
## 226 1 -1 -1 -1 -1
## 227 1 -1 -1 -1 -1
## 228 1 -1 -1 -1 -1
## 229 1 0 0 0 1
## 230 1 -1 -1 -1 -1
## 231 1 -1 -1 -1 -1
## 232 1 -1 -1 -1 -1
## 233 1 -1 -1 -1 -1
## 234 1 -1 -1 -1 -1
## 235 1 0 0 0 0
## 236 1 -1 -1 -1 -1
## 237 1 0 0 0 0
## 238 1 -1 -1 -1 -1
## 239 1 -1 -1 -1 -1
## 240 1 -1 -1 -1 -1
## 241 1 -1 -1 -1 -1
## 242 1 0 0 0 1
## 243 1 -1 -1 -1 -1
## 244 1 0 0 0 0
## 245 1 -1 -1 -1 -1
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## demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
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## demo$ethnicity9
## 1 0
## 2 0
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## 11 -1
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##
## $terms
## cm ~ demo$ethnicity
## attr(,"variables")
## list(cm, demo$ethnicity)
## attr(,"factors")
## demo$ethnicity
## cm 0
## demo$ethnicity 1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Career Motivation
across ethnicity.
Intrinsic Motivation
Now, Intrinsic Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 1.0516 0.116849 4.5473 0.11934 0.001 ***
## Residuals 302 7.7602 0.025696 0.88066
## Total 311 8.8119 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = im ~ demo$ethnicity)
##
## $coefficients
## im1 im2 im3 im4 im5
## (Intercept) 3.6857502 3.6621193 3.6238224 3.5009358518 3.4815337
## demo$ethnicity1 -1.6857502 -1.6621193 -1.8238224 -1.7009358518 -1.6815337
## demo$ethnicity2 0.8142498 0.3378807 0.3761776 0.7490641482 0.5184663
## demo$ethnicity3 1.3142498 1.3378807 1.3761776 1.4990641482 1.5184663
## demo$ethnicity4 0.4253609 0.4489918 0.4872887 0.3879530371 0.4073552
## demo$ethnicity5 0.8698053 0.4489918 0.5983998 0.3879530371 0.8517997
## demo$ethnicity6 0.6083674 0.3378807 0.3761776 0.3814170894 0.5184663
## demo$ethnicity7 -1.6857502 -0.6621193 -0.6238224 -1.5009358518 -1.4815337
## demo$ethnicity8 -0.6857502 -0.3287859 -0.9571557 -0.5009358518 -0.8148670
## demo$ethnicity9 -0.4357502 -0.6621193 -0.1238224 -0.0009358518 -0.2315337
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.19548277 0.18752244 0.17901816 0.224716358 0.18554266
## demo$ethnicity1 0.31701723 0.28205798 0.30760392 0.198010915 0.31517162
## demo$ethnicity2 -0.09952318 -0.10788497 -0.11368147 -0.067678543 -0.11006509
## demo$ethnicity3 -0.19548277 -0.05115881 -0.09206164 0.025283642 -0.14387600
## demo$ethnicity4 -0.07901693 -0.06256408 -0.08487171 -0.038917018 -0.07692663
## demo$ethnicity5 -0.10264439 -0.07405962 -0.07834788 -0.015390693 -0.09630395
## demo$ethnicity6 -0.06923911 -0.04578105 -0.05505373 -0.009308678 -0.06411165
## demo$ethnicity7 0.15586858 0.03828401 0.09370912 -0.039531173 0.12874305
## demo$ethnicity8 0.08644217 0.02154010 0.02358226 -0.043389970 0.05883253
## demo$ethnicity9 0.05086463 0.04981605 0.06622689 0.016502178 0.05519616
## 6 7 8 9 10
## (Intercept) 0.18081119 0.24524837 0.18504569 0.18308245 0.51152355
## demo$ethnicity1 0.27887738 0.14457619 0.31566859 0.31763183 -0.34485688
## demo$ethnicity2 -0.08641508 -0.01952070 -0.10956812 -0.10760488 0.09680978
## demo$ethnicity3 -0.01802050 0.07054110 -0.14337903 -0.14141579 0.15514312
## demo$ethnicity4 -0.07608398 -0.04121890 -0.08172066 -0.07975742 0.08062954
## demo$ethnicity5 -0.06963034 -0.01879294 -0.09107884 -0.09405388 0.09526873
## demo$ethnicity6 -0.03886710 0.01447395 -0.06634531 -0.06693962 0.05896980
## demo$ethnicity7 0.01918881 -0.12524837 0.12924002 0.13120326 -0.09975885
## demo$ethnicity8 -0.01545436 -0.03770496 0.05932950 0.06129274 -0.05999730
## demo$ethnicity9 0.05795670 0.01701507 0.05569313 0.04678680 -0.04311696
## 11 12 13 14 15
## (Intercept) 0.18824856 0.18308245 0.17931472 0.171609654 0.17802831
## demo$ethnicity1 0.31246573 0.31763183 0.30730736 0.306908864 0.30049021
## demo$ethnicity2 -0.10086622 -0.10760488 -0.11397802 -0.118190851 -0.09928899
## demo$ethnicity3 -0.14658189 -0.14141579 -0.09235819 -0.060498543 -0.06691720
## demo$ethnicity4 -0.08492353 -0.07975742 -0.08516827 -0.085375130 -0.08054023
## demo$ethnicity5 -0.08899070 -0.09405388 -0.07864444 -0.073076608 -0.08478627
## demo$ethnicity6 -0.06162955 -0.06693962 -0.05553703 -0.053507262 -0.05662475
## demo$ethnicity7 0.12603716 0.13120326 0.09341256 0.078390346 0.07197169
## demo$ethnicity8 0.05612664 0.06129274 0.02328570 0.008284526 0.01853254
## demo$ethnicity9 0.05249026 0.04678680 0.06593033 0.064086175 0.05766752
## 16 17 18 19 20
## (Intercept) 0.19548277 0.19548277 0.17931472 0.19548277 0.183777847
## demo$ethnicity1 0.31701723 0.31701723 0.30730736 0.31701723 0.285802572
## demo$ethnicity2 -0.09952318 -0.09952318 -0.11397802 -0.09952318 -0.090982485
## demo$ethnicity3 -0.19548277 -0.19548277 -0.09235819 -0.19548277 -0.047414211
## demo$ethnicity4 -0.07901693 -0.07901693 -0.08516827 -0.07901693 -0.082712551
## demo$ethnicity5 -0.10264439 -0.10264439 -0.07864444 -0.10264439 -0.069887122
## demo$ethnicity6 -0.06923911 -0.06923911 -0.05553703 -0.06923911 -0.044515427
## demo$ethnicity7 0.15586858 0.15586858 0.09341256 0.15586858 0.042028604
## demo$ethnicity8 0.08644217 0.08644217 0.02328570 0.08644217 0.006237076
## demo$ethnicity9 0.05086463 0.05086463 0.06593033 0.05086463 0.053560644
## 21 22 23 24 25
## (Intercept) 0.19548277 0.17696470 0.222974281 0.18081119 0.18779038
## demo$ethnicity1 0.31701723 0.30965737 0.199752992 0.27887738 0.31292390
## demo$ethnicity2 -0.09952318 -0.11162801 -0.065936466 -0.08641508 -0.11231281
## demo$ethnicity3 -0.19548277 -0.09000818 0.027025719 -0.01802050 -0.14612372
## demo$ethnicity4 -0.07901693 -0.08281825 -0.059669070 -0.07608398 -0.07917435
## demo$ethnicity5 -0.10264439 -0.08146238 -0.029521631 -0.06963034 -0.09361340
## demo$ethnicity6 -0.06923911 -0.05567407 -0.007566601 -0.03886710 -0.06397249
## demo$ethnicity7 0.15586858 0.09576257 -0.037789096 0.01918881 0.12649533
## demo$ethnicity8 0.08644217 0.02563571 -0.020142517 -0.01545436 0.05658481
## demo$ethnicity9 0.05086463 0.05691671 0.018244255 0.05795670 0.06381800
## 26 27 28 29 30
## (Intercept) 0.51152355 0.18093303 0.17676756 0.19548277 0.171609654
## demo$ethnicity1 -0.34485688 0.31305898 0.29281286 0.31701723 0.306908864
## demo$ethnicity2 0.09680978 -0.11648546 -0.10995060 -0.09952318 -0.118190851
## demo$ethnicity3 0.15514312 -0.11710325 -0.04040392 -0.19548277 -0.060498543
## demo$ethnicity4 0.08062954 -0.07933889 -0.07555231 -0.07901693 -0.085375130
## demo$ethnicity5 0.09526873 -0.08878181 -0.06931074 -0.10264439 -0.073076608
## demo$ethnicity6 0.05896980 -0.06236184 -0.04416358 -0.06923911 -0.053507262
## demo$ethnicity7 -0.09975885 0.11318461 0.04903890 0.15586858 0.078390346
## demo$ethnicity8 -0.05999730 0.04312712 -0.00384665 0.08644217 0.008284526
## demo$ethnicity9 -0.04311696 0.06210775 0.06057094 0.05086463 0.064086175
## 31 32 33 34 35
## (Intercept) 0.17390353 0.37392172 0.217608754 0.1850960547 0.18081119
## demo$ethnicity1 0.31271854 -0.09242988 0.205118519 0.2745925196 0.27887738
## demo$ethnicity2 -0.12106684 0.06571272 -0.045865056 -0.1042134585 -0.08641508
## demo$ethnicity3 -0.08694701 0.14122980 0.032391246 -0.0223053570 -0.01802050
## demo$ethnicity4 -0.07975709 0.04602459 -0.045079369 -0.0678268878 -0.07608398
## demo$ethnicity5 -0.08395677 0.06492791 -0.022225603 -0.0621868078 -0.06963034
## demo$ethnicity6 -0.06109118 0.05885327 -0.003754286 -0.0372659348 -0.03886710
## demo$ethnicity7 0.09882374 -0.17392172 -0.106497643 0.0149039453 0.01918881
## demo$ethnicity8 0.02869688 -0.11995346 -0.036282366 -0.0001313806 -0.01545436
## demo$ethnicity9 0.05997788 -0.03736054 0.043609782 0.0536718422 0.05795670
## 36 37 38 39 40
## (Intercept) 0.17560698 0.19548277 0.171609654 0.37854993 0.19548277
## demo$ethnicity1 0.29397344 0.31701723 0.306908864 -0.12372476 0.31701723
## demo$ethnicity2 -0.09563213 -0.09952318 -0.118190851 0.06108450 -0.09952318
## demo$ethnicity3 -0.03924334 -0.19548277 -0.060498543 0.13660158 -0.19548277
## demo$ethnicity4 -0.08624569 -0.07901693 -0.085375130 0.04139637 -0.07901693
## demo$ethnicity5 -0.07357021 -0.10264439 -0.073076608 0.06029969 -0.10264439
## demo$ethnicity6 -0.04866162 -0.06923911 -0.053507262 0.05422506 -0.06923911
## demo$ethnicity7 0.05019948 0.15586858 0.078390346 -0.17854993 0.15586858
## demo$ethnicity8 -0.00268607 0.08644217 0.008284526 -0.08291501 0.08644217
## demo$ethnicity9 0.06173152 0.05086463 0.064086175 -0.01073876 0.05086463
## 41 42 43 44 45
## (Intercept) 0.19548277 0.19202163 0.19548277 0.19684479 0.182356709
## demo$ethnicity1 0.31701723 0.31484087 0.31701723 0.26284378 0.287223711
## demo$ethnicity2 -0.09952318 -0.10605279 -0.09952318 -0.10244868 -0.102381859
## demo$ethnicity3 -0.19548277 -0.17161347 -0.19548277 -0.03405409 -0.045993072
## demo$ethnicity4 -0.07901693 -0.07677515 -0.07901693 -0.06645834 -0.081141465
## demo$ethnicity5 -0.10264439 -0.10081124 -0.10264439 -0.06076108 -0.063045929
## demo$ethnicity6 -0.06923911 -0.06559466 -0.06923911 -0.04256705 -0.043393434
## demo$ethnicity7 0.15586858 0.14131170 0.15586858 0.06982188 0.043449743
## demo$ethnicity8 0.08644217 0.07161473 0.08644217 -0.01188012 0.009611817
## demo$ethnicity9 0.05086463 0.05697903 0.05086463 0.04192311 0.054981783
## 46 47 48 49 50
## (Intercept) 0.206828227 0.184938427 0.250516178 0.189261923 0.17841590
## demo$ethnicity1 0.215899045 0.284641992 0.139308383 0.259439376 0.31557611
## demo$ethnicity2 -0.049790412 -0.105300959 -0.009163507 -0.079705938 -0.11396833
## demo$ethnicity3 0.043171773 -0.048574791 0.065273295 0.001214268 -0.11458612
## demo$ethnicity4 -0.063961430 -0.072019172 -0.030593416 -0.068041191 -0.08224181
## demo$ethnicity5 -0.032651539 -0.065627648 0.007146175 -0.062219558 -0.08648427
## demo$ethnicity6 -0.004809767 -0.040017385 0.011681185 -0.031557668 -0.06525448
## demo$ethnicity7 -0.095717116 0.040868024 -0.130516178 -0.016848130 0.11570174
## demo$ethnicity8 -0.025501840 0.005076496 -0.042972764 -0.011931865 0.04564425
## demo$ethnicity9 0.034390308 0.052400065 -0.009991860 0.050671940 0.05351376
## 51 52 53 54 55
## (Intercept) 0.51152355 0.186522185 0.177191133 0.51152355 0.1968415524
## demo$ethnicity1 -0.34485688 0.262179113 0.292389287 -0.34485688 0.2518597463
## demo$ethnicity2 0.09680978 -0.076966201 -0.110374178 0.09680978 -0.0872855678
## demo$ethnicity3 0.15514312 0.003954005 -0.040827497 0.15514312 -0.0063653619
## demo$ethnicity4 0.08062954 -0.078031933 -0.087671796 0.08062954 -0.0754444535
## demo$ethnicity5 0.09526873 -0.053306982 -0.057880353 0.09526873 -0.0390570905
## demo$ethnicity6 0.05896980 -0.025456587 -0.041323834 0.05896980 -0.0230161128
## demo$ethnicity7 -0.09975885 -0.014108392 0.048615319 -0.09975885 -0.0244277593
## demo$ethnicity8 -0.05999730 -0.029394148 -0.004270227 -0.05999730 0.0006905252
## demo$ethnicity9 -0.04311696 0.053411677 0.060147359 -0.04311696 0.0430923101
## 56 57 58 59 60
## (Intercept) 0.18271133 0.18081119 0.17560698 0.18933702 0.171609654
## demo$ethnicity1 0.29580719 0.27887738 0.29397344 0.31752548 0.306908864
## demo$ethnicity2 -0.10397201 -0.08641508 -0.09563213 -0.10336817 -0.118190851
## demo$ethnicity3 -0.07160022 -0.01802050 -0.03924334 -0.16892886 -0.060498543
## demo$ethnicity4 -0.08507329 -0.07608398 -0.08624569 -0.07925849 -0.085375130
## demo$ethnicity5 -0.06693432 -0.06963034 -0.07357021 -0.09832791 -0.073076608
## demo$ethnicity6 -0.04391921 -0.03886710 -0.04866162 -0.06791857 -0.053507262
## demo$ethnicity7 0.06728867 0.01918881 0.05019948 0.14399631 0.078390346
## demo$ethnicity8 0.01384952 -0.01545436 -0.00268607 0.07429934 0.008284526
## demo$ethnicity9 0.05298450 0.05795670 0.06173152 0.04902534 0.064086175
## 61 62 63 64 65
## (Intercept) 0.18933702 0.19081927 0.186522185 0.186522185 0.171609654
## demo$ethnicity1 0.31752548 0.28769925 0.262179113 0.262179113 0.306908864
## demo$ethnicity2 -0.10336817 -0.08675944 -0.076966201 -0.076966201 -0.118190851
## demo$ethnicity3 -0.16892886 -0.07970815 0.003954005 0.003954005 -0.060498543
## demo$ethnicity4 -0.07925849 -0.07053166 -0.078031933 -0.078031933 -0.085375130
## demo$ethnicity5 -0.09832791 -0.08658821 -0.053306982 -0.053306982 -0.073076608
## demo$ethnicity6 -0.06791857 -0.04916536 -0.025456587 -0.025456587 -0.053507262
## demo$ethnicity7 0.14399631 0.05918073 -0.014108392 -0.014108392 0.078390346
## demo$ethnicity8 0.07429934 0.02240825 -0.029394148 -0.029394148 0.008284526
## demo$ethnicity9 0.04902534 0.05650447 0.053411677 0.053411677 0.064086175
## 66 67 68 69 70
## (Intercept) 0.18270037 0.19548277 0.18504569 0.18638309 0.18582715
## demo$ethnicity1 0.30392170 0.31701723 0.31566859 0.30023899 0.31488714
## demo$ethnicity2 -0.09266856 -0.09952318 -0.10956812 -0.10885127 -0.11034957
## demo$ethnicity3 -0.09574385 -0.19548277 -0.14337903 -0.09942657 -0.14416048
## demo$ethnicity4 -0.08313387 -0.07901693 -0.08172066 -0.07000747 -0.07721111
## demo$ethnicity5 -0.08742774 -0.10264439 -0.09107884 -0.08571281 -0.09658843
## demo$ethnicity6 -0.06106081 -0.06923911 -0.06634531 -0.05380692 -0.06456680
## demo$ethnicity7 0.09002690 0.15586858 0.12924002 0.08634418 0.12845857
## demo$ethnicity8 0.03616020 0.08644217 0.05932950 0.03247749 0.05854805
## demo$ethnicity9 0.05118104 0.05086463 0.05569313 0.05886196 0.05491168
## 71 72 73 74 75
## (Intercept) 0.20011408 0.17390353 0.18504569 0.17644141 0.19548277
## demo$ethnicity1 0.28650799 0.31271854 0.31566859 0.31018067 0.31701723
## demo$ethnicity2 -0.08538715 -0.12106684 -0.10956812 -0.11110472 -0.09952318
## demo$ethnicity3 -0.11315756 -0.08694701 -0.14337903 -0.08948489 -0.19548277
## demo$ethnicity4 -0.06582075 -0.07975709 -0.08172066 -0.08785052 -0.07901693
## demo$ethnicity5 -0.06507487 -0.08395677 -0.09107884 -0.07600082 -0.10264439
## demo$ethnicity6 -0.04685982 -0.06109118 -0.06634531 -0.05801408 -0.06923911
## demo$ethnicity7 0.07261319 0.09882374 0.12924002 0.09628587 0.15586858
## demo$ethnicity8 0.03500666 0.02869688 0.05932950 0.02615901 0.08644217
## demo$ethnicity9 0.03376733 0.05997788 0.05569313 0.05744000 0.05086463
## 76 77 78 79 80
## (Intercept) 0.18838712 0.17390353 0.51152355 0.18522394 0.18961583
## demo$ethnicity1 0.27130146 0.31271854 -0.34485688 0.29329458 0.31724667
## demo$ethnicity2 -0.09399101 -0.12106684 0.09680978 -0.10648462 -0.10364698
## demo$ethnicity3 -0.02559642 -0.08694701 0.15514312 -0.07411283 -0.16920766
## demo$ethnicity4 -0.07001268 -0.07975709 0.08062954 -0.07586501 -0.07953730
## demo$ethnicity5 -0.04012456 -0.08395677 0.09526873 -0.07514494 -0.09860672
## demo$ethnicity6 -0.03075308 -0.06109118 0.05896980 -0.04952780 -0.06836077
## demo$ethnicity7 0.01161288 0.09882374 -0.09975885 0.06477606 0.14371751
## demo$ethnicity8 -0.02303029 0.02869688 -0.05999730 0.02985542 0.07402054
## demo$ethnicity9 0.05038078 0.05997788 -0.04311696 0.05047189 0.04874654
## 81 82 83 84 85
## (Intercept) 0.17644141 0.171609654 0.18116625 0.18341131 0.177191133
## demo$ethnicity1 0.31018067 0.306908864 0.29735227 0.31058071 0.292389287
## demo$ethnicity2 -0.11110472 -0.118190851 -0.08960642 -0.10676861 -0.110374178
## demo$ethnicity3 -0.08948489 -0.060498543 -0.07005514 -0.11958152 -0.040827497
## demo$ethnicity4 -0.08785052 -0.085375130 -0.08367816 -0.08723721 -0.087671796
## demo$ethnicity5 -0.07600082 -0.073076608 -0.08222620 -0.08100911 -0.057880353
## demo$ethnicity6 -0.05801408 -0.053507262 -0.05107553 -0.05935629 -0.041323834
## demo$ethnicity7 0.09628587 0.078390346 0.06883375 0.11070634 0.048615319
## demo$ethnicity8 0.02615901 0.008284526 0.01539460 0.04064884 -0.004270227
## demo$ethnicity9 0.05744000 0.064086175 0.05452958 0.05962947 0.060147359
## 86 87 88 89 90
## (Intercept) 0.17560698 0.18961583 0.260606101 0.18504569 0.19792383
## demo$ethnicity1 0.29397344 0.31724667 0.109354572 0.31566859 0.23852519
## demo$ethnicity2 -0.09563213 -0.10364698 0.002634963 -0.10956812 -0.05812515
## demo$ethnicity3 -0.03924334 -0.16920766 0.090745251 -0.14337903 0.02158836
## demo$ethnicity4 -0.08624569 -0.07953730 -0.010342739 -0.08172066 -0.07288050
## demo$ethnicity5 -0.07357021 -0.09860672 0.011962559 -0.09107884 -0.04155999
## demo$ethnicity6 -0.04866162 -0.06836077 0.027751438 -0.06634531 -0.01345795
## demo$ethnicity7 0.05019948 0.14371751 -0.177272767 0.12924002 -0.05506669
## demo$ethnicity8 -0.00268607 0.07402054 -0.062987053 0.05932950 -0.02894235
## demo$ethnicity9 0.06173152 0.04874654 0.001257711 0.05569313 0.04285165
## 91 92 93 94 95
## (Intercept) 0.18093303 0.17892570 0.189261923 0.171609654 0.18933702
## demo$ethnicity1 0.31305898 0.31506631 0.259439376 0.306908864 0.31752548
## demo$ethnicity2 -0.11648546 -0.11447813 -0.079705938 -0.118190851 -0.10336817
## demo$ethnicity3 -0.11710325 -0.11509591 0.001214268 -0.060498543 -0.16892886
## demo$ethnicity4 -0.07933889 -0.07733155 -0.068041191 -0.085375130 -0.07925849
## demo$ethnicity5 -0.08878181 -0.09182498 -0.062219558 -0.073076608 -0.09832791
## demo$ethnicity6 -0.06236184 -0.06296888 -0.031557668 -0.053507262 -0.06791857
## demo$ethnicity7 0.11318461 0.11519195 -0.016848130 0.078390346 0.14399631
## demo$ethnicity8 0.04312712 0.04513445 -0.011931865 0.008284526 0.07429934
## demo$ethnicity9 0.06210775 0.05300397 0.050671940 0.064086175 0.04902534
## 96 97 98 99 100
## (Intercept) 0.171609654 0.17841590 0.31602864 0.18081119 0.19548277
## demo$ethnicity1 0.306908864 0.31557611 0.02850917 0.27887738 0.31701723
## demo$ethnicity2 -0.118190851 -0.11396833 0.02961996 -0.08641508 -0.09952318
## demo$ethnicity3 -0.060498543 -0.11458612 0.11254279 -0.01802050 -0.19548277
## demo$ethnicity4 -0.085375130 -0.08224181 0.00873663 -0.07608398 -0.07901693
## demo$ethnicity5 -0.073076608 -0.08648427 0.03911294 -0.06963034 -0.10264439
## demo$ethnicity6 -0.053507262 -0.06525448 0.02852380 -0.03886710 -0.06923911
## demo$ethnicity7 0.078390346 0.11570174 -0.13421046 0.01918881 0.15586858
## demo$ethnicity8 0.008284526 0.04564425 -0.05392038 -0.01545436 0.08644217
## demo$ethnicity9 0.064086175 0.05351376 -0.08262316 0.05795670 0.05086463
## 101 102 103 104 105
## (Intercept) 0.17390353 0.19548277 0.186443984 0.17560698 0.19548277
## demo$ethnicity1 0.31271854 0.31701723 0.283136436 0.29397344 0.31701723
## demo$ethnicity2 -0.12106684 -0.09952318 -0.080490727 -0.09563213 -0.09952318
## demo$ethnicity3 -0.08694701 -0.19548277 -0.050080348 -0.03924334 -0.19548277
## demo$ethnicity4 -0.07975709 -0.07901693 -0.091226641 -0.08624569 -0.07901693
## demo$ethnicity5 -0.08395677 -0.10264439 -0.061537347 -0.07357021 -0.10264439
## demo$ethnicity6 -0.06109118 -0.06923911 -0.041284468 -0.04866162 -0.06923911
## demo$ethnicity7 0.09882374 0.15586858 0.039362468 0.05019948 0.15586858
## demo$ethnicity8 0.02869688 0.08644217 0.003570939 -0.00268607 0.08644217
## demo$ethnicity9 0.05997788 0.05086463 0.050894508 0.06173152 0.05086463
## 106 107 108 109 110
## (Intercept) 0.37853400 0.18504569 0.18243646 0.422730831 0.17644141
## demo$ethnicity1 -0.09704216 0.31566859 0.27725212 -0.210230831 0.31018067
## demo$ethnicity2 0.06110044 -0.10956812 -0.10155386 0.069033770 -0.11110472
## demo$ethnicity3 0.13661752 -0.14337903 -0.01964576 0.139769169 -0.08948489
## demo$ethnicity4 0.04141231 -0.08172066 -0.07754241 0.050235400 -0.08785052
## demo$ethnicity5 0.06031563 -0.09107884 -0.05352121 0.067958657 -0.07600082
## demo$ethnicity6 0.04770504 -0.06634531 -0.03133836 0.055365513 -0.05801408
## demo$ethnicity7 -0.17853400 0.12924002 0.01756354 -0.159572937 0.09628587
## demo$ethnicity8 -0.04123241 0.05932950 -0.01707963 -0.065135555 0.02615901
## demo$ethnicity9 -0.06975060 0.05569313 0.05633144 0.008090247 0.05744000
## 111 112 113 114 115
## (Intercept) 0.17644141 0.18308245 0.19548277 0.17644141 0.51152355
## demo$ethnicity1 0.31018067 0.31763183 0.31701723 0.31018067 -0.34485688
## demo$ethnicity2 -0.11110472 -0.10760488 -0.09952318 -0.11110472 0.09680978
## demo$ethnicity3 -0.08948489 -0.14141579 -0.19548277 -0.08948489 0.15514312
## demo$ethnicity4 -0.08785052 -0.07975742 -0.07901693 -0.08785052 0.08062954
## demo$ethnicity5 -0.07600082 -0.09405388 -0.10264439 -0.07600082 0.09526873
## demo$ethnicity6 -0.05801408 -0.06693962 -0.06923911 -0.05801408 0.05896980
## demo$ethnicity7 0.09628587 0.13120326 0.15586858 0.09628587 -0.09975885
## demo$ethnicity8 0.02615901 0.06129274 0.08644217 0.02615901 -0.05999730
## demo$ethnicity9 0.05744000 0.04678680 0.05086463 0.05744000 -0.04311696
## 116 117 118 119 120
## (Intercept) 0.19548277 0.19548277 0.177191133 0.18124649 0.17676756
## demo$ethnicity1 0.31701723 0.31701723 0.292389287 0.27844209 0.29281286
## demo$ethnicity2 -0.09952318 -0.09952318 -0.110374178 -0.08685038 -0.10995060
## demo$ethnicity3 -0.19548277 -0.19548277 -0.040827497 -0.01845579 -0.04040392
## demo$ethnicity4 -0.07901693 -0.07901693 -0.087671796 -0.08853129 -0.07555231
## demo$ethnicity5 -0.10264439 -0.10264439 -0.057880353 -0.05788679 -0.06931074
## demo$ethnicity6 -0.06923911 -0.06923911 -0.041323834 -0.03594610 -0.04416358
## demo$ethnicity7 0.15586858 0.15586858 0.048615319 0.01875351 0.04903890
## demo$ethnicity8 0.08644217 0.08644217 -0.004270227 -0.01588966 -0.00384665
## demo$ethnicity9 0.05086463 0.05086463 0.060147359 0.05752141 0.06057094
## 121 122 123 124 125
## (Intercept) 0.18421150 0.19548277 0.19548277 0.171609654 0.19815006
## demo$ethnicity1 0.30978051 0.31701723 0.31701723 0.306908864 0.23829897
## demo$ethnicity2 -0.10756880 -0.09952318 -0.09952318 -0.118190851 -0.05835137
## demo$ethnicity3 -0.12038171 -0.19548277 -0.19548277 -0.060498543 0.02136214
## demo$ethnicity4 -0.08261735 -0.07901693 -0.07901693 -0.085375130 -0.05875487
## demo$ethnicity5 -0.08664022 -0.10264439 -0.10264439 -0.073076608 -0.03412338
## demo$ethnicity6 -0.05753952 -0.06923911 -0.06923911 -0.053507262 -0.01368417
## demo$ethnicity7 0.10990615 0.15586858 0.15586858 0.078390346 -0.05529291
## demo$ethnicity8 0.03984865 0.08644217 0.08644217 0.008284526 -0.05000191
## demo$ethnicity9 0.05882928 0.05086463 0.05086463 0.064086175 0.04262543
## 126 127 128 129 130
## (Intercept) 0.18824856 0.19640681 0.37501961 0.19548277 0.19548277
## demo$ethnicity1 0.31246573 0.25229449 -0.03447339 0.31701723 0.31701723
## demo$ethnicity2 -0.10086622 -0.07296194 0.03388361 -0.09952318 -0.09952318
## demo$ethnicity3 -0.14658189 -0.00593062 0.09556863 -0.19548277 -0.19548277
## demo$ethnicity4 -0.08492353 -0.07401409 0.01420727 -0.07901693 -0.07901693
## demo$ethnicity5 -0.08899070 -0.05066956 0.04181528 -0.10264439 -0.10264439
## demo$ethnicity6 -0.06162955 -0.02426122 0.03018841 -0.06923911 -0.06923911
## demo$ethnicity7 0.12603716 -0.02399302 -0.13692437 0.15586858 0.15586858
## demo$ethnicity8 0.05612664 -0.01907675 -0.03054361 0.08644217 0.08644217
## demo$ethnicity9 0.05249026 0.06204557 -0.03809043 0.05086463 0.05086463
## 131 132 133 134 135
## (Intercept) 0.2278242804 0.17696470 0.19548277 0.19021179 0.17696470
## demo$ethnicity1 0.1794631690 0.30965737 0.31701723 0.31050249 0.30965737
## demo$ethnicity2 -0.0374362371 -0.11162801 -0.09952318 -0.10282946 -0.11162801
## demo$ethnicity3 0.0542270016 -0.09000818 -0.19548277 -0.14854513 -0.09000818
## demo$ethnicity4 -0.0592330133 -0.08281825 -0.07901693 -0.08688676 -0.08281825
## demo$ethnicity5 -0.0282019134 -0.08146238 -0.10264439 -0.08601567 -0.08146238
## demo$ethnicity6 -0.0001817216 -0.05567407 -0.06923911 -0.06103524 -0.05567407
## demo$ethnicity7 -0.0739781266 0.09576257 0.15586858 0.12407392 0.09576257
## demo$ethnicity8 -0.0336472157 0.02563571 0.08644217 0.05416340 0.02563571
## demo$ethnicity9 0.0133478357 0.05691671 0.05086463 0.06139659 0.05691671
## 136 137 138 139 140
## (Intercept) 0.17390353 0.19548277 0.17390353 0.18322366 0.18933702
## demo$ethnicity1 0.31271854 0.31701723 0.31271854 0.30339841 0.31752548
## demo$ethnicity2 -0.12106684 -0.09952318 -0.12106684 -0.09319185 -0.10336817
## demo$ethnicity3 -0.08694701 -0.19548277 -0.08694701 -0.09626714 -0.16892886
## demo$ethnicity4 -0.07975709 -0.07901693 -0.07975709 -0.07810161 -0.07925849
## demo$ethnicity5 -0.08395677 -0.10264439 -0.08395677 -0.09288930 -0.09832791
## demo$ethnicity6 -0.06109118 -0.06923911 -0.06109118 -0.05872080 -0.06791857
## demo$ethnicity7 0.09882374 0.15586858 0.09882374 0.08950361 0.14399631
## demo$ethnicity8 0.02869688 0.08644217 0.02869688 0.03563691 0.07429934
## demo$ethnicity9 0.05997788 0.05086463 0.05997788 0.05065774 0.04902534
## 141 142 143 144 145
## (Intercept) 0.19392637 0.171609654 0.18751100 0.18308245 0.2146267352
## demo$ethnicity1 0.30678792 0.306908864 0.30648101 0.31763183 0.2081005375
## demo$ethnicity2 -0.08301136 -0.118190851 -0.08676842 -0.10760488 -0.0575889201
## demo$ethnicity3 -0.15225970 -0.060498543 -0.12368121 -0.14141579 0.0353732648
## demo$ethnicity4 -0.08014237 -0.085375130 -0.08062585 -0.07975742 -0.0436586895
## demo$ethnicity5 -0.09960679 -0.073076608 -0.09520981 -0.09405388 -0.0132375779
## demo$ethnicity6 -0.06408882 -0.053507262 -0.06294245 -0.06693962 0.0007809443
## demo$ethnicity7 0.12035935 0.078390346 0.10660665 0.13120326 -0.1035156241
## demo$ethnicity8 0.06595270 0.008284526 0.05242217 0.06129274 -0.0333003477
## demo$ethnicity9 0.04681245 0.064086175 0.04441867 0.04678680 0.0265918003
## 146 147 148 149 150
## (Intercept) 0.18093303 0.18779038 0.38526313 0.51152355 0.18380634
## demo$ethnicity1 0.31305898 0.31292390 -0.07710462 -0.34485688 0.30281573
## demo$ethnicity2 -0.11648546 -0.11231281 0.05437131 0.09680978 -0.10627453
## demo$ethnicity3 -0.11710325 -0.14612372 0.12988838 0.15514312 -0.09684982
## demo$ethnicity4 -0.07933889 -0.07917435 0.03468318 0.08062954 -0.07298628
## demo$ethnicity5 -0.08878181 -0.09361340 0.05358650 0.09526873 -0.08336575
## demo$ethnicity6 -0.06236184 -0.06397249 0.04751186 0.05896980 -0.05676727
## demo$ethnicity7 0.11318461 0.12649533 -0.18526313 -0.09975885 0.08892093
## demo$ethnicity8 0.04312712 0.05658481 -0.04796154 -0.05999730 0.03505424
## demo$ethnicity9 0.06210775 0.06381800 -0.04870195 -0.04311696 0.05007507
## 151 152 153 154 155
## (Intercept) 0.17977515 0.19548277 0.186522185 0.171609654 0.19202163
## demo$ethnicity1 0.28980527 0.31701723 0.262179113 0.306908864 0.31484087
## demo$ethnicity2 -0.11295819 -0.09952318 -0.076966201 -0.118190851 -0.10605279
## demo$ethnicity3 -0.04341151 -0.19548277 0.003954005 -0.060498543 -0.17161347
## demo$ethnicity4 -0.07821670 -0.07901693 -0.078031933 -0.085375130 -0.07677515
## demo$ethnicity5 -0.06631232 -0.10264439 -0.053306982 -0.073076608 -0.10081124
## demo$ethnicity6 -0.04708750 -0.06923911 -0.025456587 -0.053507262 -0.06559466
## demo$ethnicity7 0.04603130 0.15586858 -0.014108392 0.078390346 0.14131170
## demo$ethnicity8 0.01219338 0.08644217 -0.029394148 0.008284526 0.07161473
## demo$ethnicity9 0.05756334 0.05086463 0.053411677 0.064086175 0.05697903
## 156 157 158 159 160
## (Intercept) 0.19548277 0.19548277 0.19548277 0.19723037 0.19059888
## demo$ethnicity1 0.31701723 0.31701723 0.31701723 0.30348392 0.30339313
## demo$ethnicity2 -0.09952318 -0.09952318 -0.09952318 -0.09822012 -0.10205142
## demo$ethnicity3 -0.19548277 -0.19548277 -0.19548277 -0.15556370 -0.12676910
## demo$ethnicity4 -0.07901693 -0.07901693 -0.07901693 -0.07273531 -0.07273812
## demo$ethnicity5 -0.10264439 -0.10264439 -0.10264439 -0.09303424 -0.08819668
## demo$ethnicity6 -0.06923911 -0.06923911 -0.06923911 -0.05984292 -0.05813733
## demo$ethnicity7 0.15586858 0.15586858 0.15586858 0.11705535 0.10351876
## demo$ethnicity8 0.08644217 0.08644217 0.08644217 0.06264871 0.04933428
## demo$ethnicity9 0.05086463 0.05086463 0.05086463 0.05437802 0.05244190
## 161 162 163 164 165
## (Intercept) 0.17560698 0.18308245 0.19153686 0.237039418 0.186020407
## demo$ethnicity1 0.29397344 0.31763183 0.31532564 0.170248032 0.283560012
## demo$ethnicity2 -0.09563213 -0.10760488 -0.10556802 -0.031499859 -0.080067150
## demo$ethnicity3 -0.03924334 -0.14141579 -0.17112870 0.045011864 -0.049656771
## demo$ethnicity4 -0.08624569 -0.07975742 -0.08145834 -0.030286775 -0.079107158
## demo$ethnicity5 -0.07357021 -0.09405388 -0.09569684 -0.014222139 -0.072967729
## demo$ethnicity6 -0.04866162 -0.06693962 -0.06777868 0.002746635 -0.044124216
## demo$ethnicity7 0.05019948 0.13120326 0.14179647 -0.083193264 0.039786044
## demo$ethnicity8 -0.00268607 0.06129274 0.07209950 -0.065084575 0.003994516
## demo$ethnicity9 0.06173152 0.04678680 0.05746380 0.024966032 0.051318084
## 166 167 168 169 170
## (Intercept) 0.19548277 0.19548277 0.20074870 0.17841590 0.18124649
## demo$ethnicity1 0.31701723 0.31701723 0.23570033 0.31557611 0.27844209
## demo$ethnicity2 -0.09952318 -0.09952318 -0.06095001 -0.11396833 -0.08685038
## demo$ethnicity3 -0.19548277 -0.19548277 0.01876350 -0.11458612 -0.01845579
## demo$ethnicity4 -0.07901693 -0.07901693 -0.06259846 -0.08224181 -0.08853129
## demo$ethnicity5 -0.10264439 -0.10264439 -0.05073406 -0.08648427 -0.05788679
## demo$ethnicity6 -0.06923911 -0.06923911 -0.01974302 -0.06525448 -0.03594610
## demo$ethnicity7 0.15586858 0.15586858 -0.05789155 0.11570174 0.01875351
## demo$ethnicity8 0.08644217 0.08644217 -0.01093388 0.04564425 -0.01588966
## demo$ethnicity9 0.05086463 0.05086463 0.04002679 0.05351376 0.05752141
## 171 172 173 174 175
## (Intercept) 0.1897095977 0.20139170 0.18081119 0.19548277 0.18504569
## demo$ethnicity1 0.2589917010 0.24730959 0.27887738 0.31701723 0.31566859
## demo$ethnicity2 -0.0801536131 -0.07794683 -0.08641508 -0.09952318 -0.10956812
## demo$ethnicity3 0.0007665928 -0.01091551 -0.01802050 -0.19548277 -0.14337903
## demo$ethnicity4 -0.0808345447 -0.06665331 -0.07608398 -0.07901693 -0.08172066
## demo$ethnicity5 -0.0501451874 -0.06076909 -0.06963034 -0.10264439 -0.09107884
## demo$ethnicity6 -0.0285506282 -0.03705813 -0.03886710 -0.06923911 -0.06634531
## demo$ethnicity7 -0.0172958046 0.03998761 0.01918881 0.15586858 0.12924002
## demo$ethnicity8 -0.0123795403 -0.02406165 -0.01545436 0.08644217 0.05932950
## demo$ethnicity9 0.0502242648 0.03854216 0.05795670 0.05086463 0.05569313
## 176 177 178 179 180
## (Intercept) 0.201579642 0.33736712 0.171609654 0.171609654 0.18116625
## demo$ethnicity1 0.268000778 -0.02182090 0.306908864 0.306908864 0.29735227
## demo$ethnicity2 -0.095626384 0.05367895 -0.118190851 -0.118190851 -0.08960642
## demo$ethnicity3 -0.065216005 0.13322111 -0.060498543 -0.060498543 -0.07005514
## demo$ethnicity4 -0.069729220 0.03330903 -0.085375130 -0.085375130 -0.08367816
## demo$ethnicity5 -0.064308506 0.05319979 -0.073076608 -0.073076608 -0.08222620
## demo$ethnicity6 -0.047665528 0.04674240 -0.053507262 -0.053507262 -0.05107553
## demo$ethnicity7 0.088742939 -0.19450998 0.078390346 0.078390346 0.06883375
## demo$ethnicity8 0.007482901 -0.05877348 0.008284526 0.008284526 0.01539460
## demo$ethnicity9 0.035758850 -0.08248129 0.064086175 0.064086175 0.05452958
## 181 182 183 184 185
## (Intercept) 0.19548277 0.1897095977 0.17390353 0.19548277 0.19548277
## demo$ethnicity1 0.31701723 0.2589917010 0.31271854 0.31701723 0.31701723
## demo$ethnicity2 -0.09952318 -0.0801536131 -0.12106684 -0.09952318 -0.09952318
## demo$ethnicity3 -0.19548277 0.0007665928 -0.08694701 -0.19548277 -0.19548277
## demo$ethnicity4 -0.07901693 -0.0808345447 -0.07975709 -0.07901693 -0.07901693
## demo$ethnicity5 -0.10264439 -0.0501451874 -0.08395677 -0.10264439 -0.10264439
## demo$ethnicity6 -0.06923911 -0.0285506282 -0.06109118 -0.06923911 -0.06923911
## demo$ethnicity7 0.15586858 -0.0172958046 0.09882374 0.15586858 0.15586858
## demo$ethnicity8 0.08644217 -0.0123795403 0.02869688 0.08644217 0.08644217
## demo$ethnicity9 0.05086463 0.0502242648 0.05997788 0.05086463 0.05086463
## 186 187 188 189 190
## (Intercept) 0.236253563 0.183906085 0.171609654 0.18308245 0.19548277
## demo$ethnicity1 0.153570998 0.275782489 0.306908864 0.31763183 0.31701723
## demo$ethnicity2 -0.010525892 -0.089509975 -0.118190851 -0.10760488 -0.09952318
## demo$ethnicity3 0.079535910 -0.021115387 -0.060498543 -0.14141579 -0.19548277
## demo$ethnicity4 -0.023993636 -0.078815764 -0.085375130 -0.07975742 -0.07901693
## demo$ethnicity5 -0.001251122 -0.066552394 -0.073076608 -0.09405388 -0.10264439
## demo$ethnicity6 0.023468757 -0.041873673 -0.053507262 -0.06693962 -0.06923911
## demo$ethnicity7 -0.196253563 0.016093915 0.078390346 0.13120326 0.15586858
## demo$ethnicity8 -0.051698655 0.001058589 0.008284526 0.06129274 0.08644217
## demo$ethnicity9 0.026009885 0.054861812 0.064086175 0.04678680 0.05086463
## 191 192 193 194 195
## (Intercept) 0.4652199477 0.18270037 0.19548277 0.19548277 0.171609654
## demo$ethnicity1 -0.2727092326 0.30392170 0.31701723 0.31701723 0.306908864
## demo$ethnicity2 0.0826212434 -0.09266856 -0.09952318 -0.09952318 -0.118190851
## demo$ethnicity3 0.1476832782 -0.09574385 -0.19548277 -0.19548277 -0.060498543
## demo$ethnicity4 0.0649707935 -0.08313387 -0.07901693 -0.07901693 -0.085375130
## demo$ethnicity5 0.0812866414 -0.08742774 -0.10264439 -0.10264439 -0.073076608
## demo$ethnicity6 0.0613057587 -0.06106081 -0.06923911 -0.06923911 -0.053507262
## demo$ethnicity7 -0.1318866143 0.09002690 0.15586858 0.15586858 0.078390346
## demo$ethnicity8 -0.0865985690 0.03616020 0.08644217 0.08644217 0.008284526
## demo$ethnicity9 -0.0002638456 0.05118104 0.05086463 0.05086463 0.064086175
## 196 197 198 199 200
## (Intercept) 0.177191133 0.171609654 0.206828227 0.19153686 0.19548277
## demo$ethnicity1 0.292389287 0.306908864 0.215899045 0.31532564 0.31701723
## demo$ethnicity2 -0.110374178 -0.118190851 -0.049790412 -0.10556802 -0.09952318
## demo$ethnicity3 -0.040827497 -0.060498543 0.043171773 -0.17112870 -0.19548277
## demo$ethnicity4 -0.087671796 -0.085375130 -0.063961430 -0.08145834 -0.07901693
## demo$ethnicity5 -0.057880353 -0.073076608 -0.032651539 -0.09569684 -0.10264439
## demo$ethnicity6 -0.041323834 -0.053507262 -0.004809767 -0.06777868 -0.06923911
## demo$ethnicity7 0.048615319 0.078390346 -0.095717116 0.14179647 0.15586858
## demo$ethnicity8 -0.004270227 0.008284526 -0.025501840 0.07209950 0.08644217
## demo$ethnicity9 0.060147359 0.064086175 0.034390308 0.05746380 0.05086463
## 201 202 203 204 205
## (Intercept) 0.21191065 0.18421150 0.18421150 0.19548277 0.18421150
## demo$ethnicity1 0.25766977 0.30978051 0.30978051 0.31701723 0.30978051
## demo$ethnicity2 -0.07997898 -0.10756880 -0.10756880 -0.09952318 -0.10756880
## demo$ethnicity3 -0.07554701 -0.12038171 -0.12038171 -0.19548277 -0.12038171
## demo$ethnicity4 -0.06355237 -0.08261735 -0.08261735 -0.07901693 -0.08261735
## demo$ethnicity5 -0.06405784 -0.08664022 -0.08664022 -0.10264439 -0.08664022
## demo$ethnicity6 -0.03154598 -0.05753952 -0.05753952 -0.06923911 -0.05753952
## demo$ethnicity7 0.01389581 0.10990615 0.10990615 0.15586858 0.10990615
## demo$ethnicity8 0.03329353 0.03984865 0.03984865 0.08644217 0.03984865
## demo$ethnicity9 0.04923737 0.05882928 0.05882928 0.05086463 0.05882928
## 206 207 208 209 210
## (Intercept) 0.51152355 0.19548277 0.18093303 0.2139803621 0.193869327
## demo$ethnicity1 -0.34485688 0.31701723 0.31305898 0.2087469106 0.254831972
## demo$ethnicity2 0.09680978 -0.09952318 -0.11648546 -0.0422366646 -0.084313342
## demo$ethnicity3 0.15514312 -0.19548277 -0.11710325 0.0360196379 -0.003393136
## demo$ethnicity4 0.08062954 -0.07901693 -0.07933889 -0.0567167229 -0.058954563
## demo$ethnicity5 0.09526873 -0.10264439 -0.08878181 -0.0332677255 -0.035026664
## demo$ethnicity6 0.05896980 -0.06923911 -0.06236184 -0.0002307493 -0.020137258
## demo$ethnicity7 -0.09975885 0.15586858 0.11318461 -0.1028692510 -0.021455534
## demo$ethnicity8 -0.05999730 0.08644217 0.04312712 -0.0326539746 -0.036741290
## demo$ethnicity9 -0.04311696 0.05086463 0.06210775 0.0472381734 0.046064536
## 211 212 213 214 215
## (Intercept) 0.18062873 0.18116625 0.189261923 0.190397206 0.17696470
## demo$ethnicity1 0.29788979 0.29735227 0.259439376 0.269291369 0.30965737
## demo$ethnicity2 -0.08906890 -0.08960642 -0.079705938 -0.082487582 -0.11162801
## demo$ethnicity3 -0.06951762 -0.07005514 0.001214268 -0.027606508 -0.09000818
## demo$ethnicity4 -0.08883865 -0.08367816 -0.068041191 -0.072189600 -0.08281825
## demo$ethnicity5 -0.07663818 -0.08222620 -0.062219558 -0.067037508 -0.08146238
## demo$ethnicity6 -0.05347260 -0.05107553 -0.031557668 -0.037715489 -0.05567407
## demo$ethnicity7 0.06937127 0.06883375 -0.016848130 0.009602794 0.09576257
## demo$ethnicity8 0.01593212 0.01539460 -0.011931865 -0.005432531 0.02563571
## demo$ethnicity9 0.05506710 0.05452958 0.050671940 0.066227834 0.05691671
## 216 217 218 219 220
## (Intercept) 0.39901608 0.222792262 0.17696470 0.19548277 0.19548277
## demo$ethnicity1 -0.11752424 0.213656760 0.30965737 0.31701723 0.31701723
## demo$ethnicity2 0.04061836 -0.082993579 -0.11162801 -0.09952318 -0.09952318
## demo$ethnicity3 0.11613544 -0.003280067 -0.09000818 -0.19548277 -0.19548277
## demo$ethnicity4 0.02093023 -0.056160072 -0.08281825 -0.07901693 -0.07901693
## demo$ethnicity5 0.03983355 -0.032369645 -0.08146238 -0.10264439 -0.10264439
## demo$ethnicity6 0.03375891 -0.020783698 -0.05567407 -0.06923911 -0.06923911
## demo$ethnicity7 -0.09901608 -0.008506548 0.09576257 0.15586858 0.15586858
## demo$ethnicity8 -0.03393671 -0.026033003 0.02563571 0.08644217 0.08644217
## demo$ethnicity9 -0.03120490 0.058047325 0.05691671 0.05086463 0.05086463
## 221 222 223 224 225
## (Intercept) 0.19548277 0.19548277 0.19548277 0.4652199477 0.30247080
## demo$ethnicity1 0.31701723 0.31701723 0.31701723 -0.2727092326 0.01853761
## demo$ethnicity2 -0.09952318 -0.09952318 -0.09952318 0.0826212434 0.04317781
## demo$ethnicity3 -0.19548277 -0.19548277 -0.19548277 0.1476832782 0.12610063
## demo$ethnicity4 -0.07901693 -0.07901693 -0.07901693 0.0649707935 0.02229448
## demo$ethnicity5 -0.10264439 -0.10264439 -0.10264439 0.0812866414 0.04300895
## demo$ethnicity6 -0.06923911 -0.06923911 -0.06923911 0.0613057587 0.04796400
## demo$ethnicity7 0.15586858 0.15586858 0.15586858 -0.1318866143 -0.21156170
## demo$ethnicity8 0.08644217 0.08644217 0.08644217 -0.0865985690 -0.07739957
## demo$ethnicity9 0.05086463 0.05086463 0.05086463 -0.0002638456 -0.04406531
## 226 227 228 229 230
## (Intercept) 0.18081119 0.19535324 0.17390353 0.171609654 0.18933702
## demo$ethnicity1 0.27887738 0.28316528 0.31271854 0.306908864 0.31752548
## demo$ethnicity2 -0.08641508 -0.09129341 -0.12106684 -0.118190851 -0.10336817
## demo$ethnicity3 -0.01802050 -0.08424213 -0.08694701 -0.060498543 -0.16892886
## demo$ethnicity4 -0.07608398 -0.06790491 -0.07975709 -0.085375130 -0.07925849
## demo$ethnicity5 -0.06963034 -0.05624576 -0.08395677 -0.073076608 -0.09832791
## demo$ethnicity6 -0.03886710 -0.04447655 -0.06109118 -0.053507262 -0.06791857
## demo$ethnicity7 0.01918881 0.05464676 0.09882374 0.078390346 0.14399631
## demo$ethnicity8 -0.01545436 0.01787427 0.02869688 0.008284526 0.07429934
## demo$ethnicity9 0.05795670 0.04034259 0.05997788 0.064086175 0.04902534
## 231 232 233 234 235
## (Intercept) 0.34792253 0.19548277 0.177191133 0.17841590 0.51152355
## demo$ethnicity1 -0.03237631 0.31701723 0.292389287 0.31557611 -0.34485688
## demo$ethnicity2 0.04312354 -0.09952318 -0.110374178 -0.11396833 0.09680978
## demo$ethnicity3 0.12266570 -0.19548277 -0.040827497 -0.11458612 0.15514312
## demo$ethnicity4 0.02275362 -0.07901693 -0.087671796 -0.08224181 0.08062954
## demo$ethnicity5 0.04264438 -0.10264439 -0.057880353 -0.08648427 0.09526873
## demo$ethnicity6 0.04237894 -0.06923911 -0.041323834 -0.06525448 0.05896980
## demo$ethnicity7 -0.20506539 0.15586858 0.048615319 0.11570174 -0.09975885
## demo$ethnicity8 -0.03011320 0.08644217 -0.004270227 0.04564425 -0.05999730
## demo$ethnicity9 -0.03730914 0.05086463 0.060147359 0.05351376 -0.04311696
## 236 237 238 239 240
## (Intercept) 0.171609654 0.18933702 0.17841590 0.312546919 0.34105848
## demo$ethnicity1 0.306908864 0.31752548 0.31557611 0.034675303 -0.05051226
## demo$ethnicity2 -0.118190851 -0.10336817 -0.11396833 -0.009410718 0.04998759
## demo$ethnicity3 -0.060498543 -0.16892886 -0.11458612 0.076341970 0.12952975
## demo$ethnicity4 -0.085375130 -0.07925849 -0.08224181 0.001519007 0.02961767
## demo$ethnicity5 -0.073076608 -0.09832791 -0.08648427 0.031050799 0.04950843
## demo$ethnicity6 -0.053507262 -0.06791857 -0.06525448 0.021125269 0.04924299
## demo$ethnicity7 0.078390346 0.14399631 0.11570174 -0.095155615 -0.19820134
## demo$ethnicity8 0.008284526 0.07429934 0.04564425 -0.041633674 -0.06246484
## demo$ethnicity9 0.064086175 0.04902534 0.05351376 -0.025585643 -0.03044509
## 241 242 243 244 245
## (Intercept) 0.171609654 0.177191133 0.171609654 0.19548277 0.20532582
## demo$ethnicity1 0.306908864 0.292389287 0.306908864 0.31701723 0.23112320
## demo$ethnicity2 -0.118190851 -0.110374178 -0.118190851 -0.09952318 -0.06552714
## demo$ethnicity3 -0.060498543 -0.040827497 -0.060498543 -0.19548277 0.01418637
## demo$ethnicity4 -0.085375130 -0.087671796 -0.085375130 -0.07901693 -0.06552214
## demo$ethnicity5 -0.073076608 -0.057880353 -0.073076608 -0.10264439 -0.04242603
## demo$ethnicity6 -0.053507262 -0.041323834 -0.053507262 -0.06923911 -0.01623619
## demo$ethnicity7 0.078390346 0.048615319 0.078390346 0.15586858 -0.06246868
## demo$ethnicity8 0.008284526 -0.004270227 0.008284526 0.08644217 -0.01551101
## demo$ethnicity9 0.064086175 0.060147359 0.064086175 0.05086463 0.05468043
## 246 247 248 249 250
## (Intercept) 0.17676756 0.31602864 0.192433246 0.17696470 0.18961583
## demo$ethnicity1 0.29281286 0.02850917 0.256268052 0.30965737 0.31724667
## demo$ethnicity2 -0.10995060 0.02961996 -0.068988373 -0.11162801 -0.10364698
## demo$ethnicity3 -0.04040392 0.11254279 -0.001957056 -0.09000818 -0.16920766
## demo$ethnicity4 -0.07555231 0.00873663 -0.083942994 -0.08281825 -0.07953730
## demo$ethnicity5 -0.06931074 0.03911294 -0.046695997 -0.08146238 -0.09860672
## demo$ethnicity6 -0.04416358 0.02852380 -0.024644958 -0.05567407 -0.06836077
## demo$ethnicity7 0.04903890 -0.13421046 -0.020019453 0.09576257 0.14371751
## demo$ethnicity8 -0.00384665 -0.05392038 -0.015103189 0.02563571 0.07402054
## demo$ethnicity9 0.06057094 -0.08262316 0.047500616 0.05691671 0.04874654
## 251 252 253 254 255
## (Intercept) 0.18751100 0.18270037 0.171609654 0.18933702 0.171609654
## demo$ethnicity1 0.30648101 0.30392170 0.306908864 0.31752548 0.306908864
## demo$ethnicity2 -0.08676842 -0.09266856 -0.118190851 -0.10336817 -0.118190851
## demo$ethnicity3 -0.12368121 -0.09574385 -0.060498543 -0.16892886 -0.060498543
## demo$ethnicity4 -0.08062585 -0.08313387 -0.085375130 -0.07925849 -0.085375130
## demo$ethnicity5 -0.09520981 -0.08742774 -0.073076608 -0.09832791 -0.073076608
## demo$ethnicity6 -0.06294245 -0.06106081 -0.053507262 -0.06791857 -0.053507262
## demo$ethnicity7 0.10660665 0.09002690 0.078390346 0.14399631 0.078390346
## demo$ethnicity8 0.05242217 0.03616020 0.008284526 0.07429934 0.008284526
## demo$ethnicity9 0.04441867 0.05118104 0.064086175 0.04902534 0.064086175
## 256 257 258 259 260
## (Intercept) 0.18081119 0.17841590 0.18667965 0.18751100 0.35151829
## demo$ethnicity1 0.27887738 0.31557611 0.29994243 0.30648101 -0.03597207
## demo$ethnicity2 -0.08641508 -0.11396833 -0.10914783 -0.08676842 0.03952778
## demo$ethnicity3 -0.01802050 -0.11458612 -0.09972313 -0.12368121 0.11906995
## demo$ethnicity4 -0.07608398 -0.08224181 -0.07030403 -0.08062585 0.01915787
## demo$ethnicity5 -0.06963034 -0.08648427 -0.08600937 -0.09520981 0.04914964
## demo$ethnicity6 -0.03886710 -0.06525448 -0.05429023 -0.06294245 0.03259123
## demo$ethnicity7 0.01918881 0.11570174 0.08604763 0.10660665 -0.11342305
## demo$ethnicity8 -0.01545436 0.04564425 0.03218093 0.05242217 -0.07292464
## demo$ethnicity9 0.05795670 0.05351376 0.05856540 0.04441867 -0.06722069
## 261 262 263 264 265
## (Intercept) 0.18093303 0.21916523 0.260606101 0.37407550 0.31602864
## demo$ethnicity1 0.31305898 0.18812222 0.109354572 -0.06591699 0.02850917
## demo$ethnicity2 -0.11648546 -0.02877719 0.002634963 0.06555894 0.02961996
## demo$ethnicity3 -0.11710325 0.06288605 0.090745251 0.14107601 0.11254279
## demo$ethnicity4 -0.07933889 -0.04263745 -0.010342739 0.04587081 0.00873663
## demo$ethnicity5 -0.08878181 -0.01131241 0.011962559 0.06477412 0.03911294
## demo$ethnicity6 -0.06236184 0.00847733 0.027751438 0.05216354 0.02852380
## demo$ethnicity7 0.11318461 -0.14224215 -0.177272767 -0.17407550 -0.13421046
## demo$ethnicity8 0.04312712 -0.04721039 -0.062987053 -0.07844058 -0.05392038
## demo$ethnicity9 0.06210775 0.02200689 0.001257711 -0.09654210 -0.08262316
## 266 267 268 269 270
## (Intercept) 0.19548277 0.17560698 0.17977515 0.18093303 0.17931472
## demo$ethnicity1 0.31701723 0.29397344 0.28980527 0.31305898 0.30730736
## demo$ethnicity2 -0.09952318 -0.09563213 -0.11295819 -0.11648546 -0.11397802
## demo$ethnicity3 -0.19548277 -0.03924334 -0.04341151 -0.11710325 -0.09235819
## demo$ethnicity4 -0.07901693 -0.08624569 -0.07821670 -0.07933889 -0.08516827
## demo$ethnicity5 -0.10264439 -0.07357021 -0.06631232 -0.08878181 -0.07864444
## demo$ethnicity6 -0.06923911 -0.04866162 -0.04708750 -0.06236184 -0.05553703
## demo$ethnicity7 0.15586858 0.05019948 0.04603130 0.11318461 0.09341256
## demo$ethnicity8 0.08644217 -0.00268607 0.01219338 0.04312712 0.02328570
## demo$ethnicity9 0.05086463 0.06173152 0.05756334 0.06210775 0.06593033
## 271 272 273 274 275
## (Intercept) 0.18504569 0.252328367 0.18504569 0.19548277 0.18176134
## demo$ethnicity1 0.31566859 0.117632306 0.31566859 0.31701723 0.29675717
## demo$ethnicity2 -0.10956812 0.010912697 -0.10956812 -0.09952318 -0.10302203
## demo$ethnicity3 -0.14337903 0.099022985 -0.14337903 -0.19548277 -0.07065023
## demo$ethnicity4 -0.08172066 -0.002065005 -0.08172066 -0.07901693 -0.07842531
## demo$ethnicity5 -0.09107884 0.020240293 -0.09107884 -0.10264439 -0.07247979
## demo$ethnicity6 -0.06634531 0.036029171 -0.06634531 -0.06923911 -0.04907917
## demo$ethnicity7 0.12924002 -0.252328367 0.12924002 0.15586858 0.06823866
## demo$ethnicity8 0.05932950 -0.054709319 0.05932950 0.08644217 0.01479950
## demo$ethnicity9 0.05569313 0.009535445 0.05569313 0.05086463 0.05393448
## 276 277 278 279 280
## (Intercept) 0.17390353 0.171609654 0.19548277 0.18527712 0.41801177
## demo$ethnicity1 0.31271854 0.306908864 0.31701723 0.30134495 -0.14836891
## demo$ethnicity2 -0.12106684 -0.118190851 -0.09952318 -0.09524531 0.07375283
## demo$ethnicity3 -0.08694701 -0.060498543 -0.19548277 -0.09832060 0.14448823
## demo$ethnicity4 -0.07975709 -0.085375130 -0.07901693 -0.08015507 0.05495446
## demo$ethnicity5 -0.08395677 -0.073076608 -0.10264439 -0.08977480 0.07267772
## demo$ethnicity6 -0.06109118 -0.053507262 -0.06923911 -0.05810046 0.05316416
## demo$ethnicity7 0.09882374 0.078390346 0.15586858 0.08745015 -0.15485387
## demo$ethnicity8 0.02869688 0.008284526 0.08644217 0.03358345 -0.06041649
## demo$ethnicity9 0.05997788 0.064086175 0.05086463 0.05996792 -0.08326912
## 281 282 283 284 285
## (Intercept) 0.18421150 0.51152355 0.19548277 0.19548277 0.18933702
## demo$ethnicity1 0.30978051 -0.34485688 0.31701723 0.31701723 0.31752548
## demo$ethnicity2 -0.10756880 0.09680978 -0.09952318 -0.09952318 -0.10336817
## demo$ethnicity3 -0.12038171 0.15514312 -0.19548277 -0.19548277 -0.16892886
## demo$ethnicity4 -0.08261735 0.08062954 -0.07901693 -0.07901693 -0.07925849
## demo$ethnicity5 -0.08664022 0.09526873 -0.10264439 -0.10264439 -0.09832791
## demo$ethnicity6 -0.05753952 0.05896980 -0.06923911 -0.06923911 -0.06791857
## demo$ethnicity7 0.10990615 -0.09975885 0.15586858 0.15586858 0.14399631
## demo$ethnicity8 0.03984865 -0.05999730 0.08644217 0.08644217 0.07429934
## demo$ethnicity9 0.05882928 -0.04311696 0.05086463 0.05086463 0.04902534
## 286 287 288 289 290
## (Intercept) 0.19548277 0.18081119 0.19548277 0.17560698 0.17931472
## demo$ethnicity1 0.31701723 0.27887738 0.31701723 0.29397344 0.30730736
## demo$ethnicity2 -0.09952318 -0.08641508 -0.09952318 -0.09563213 -0.11397802
## demo$ethnicity3 -0.19548277 -0.01802050 -0.19548277 -0.03924334 -0.09235819
## demo$ethnicity4 -0.07901693 -0.07608398 -0.07901693 -0.08624569 -0.08516827
## demo$ethnicity5 -0.10264439 -0.06963034 -0.10264439 -0.07357021 -0.07864444
## demo$ethnicity6 -0.06923911 -0.03886710 -0.06923911 -0.04866162 -0.05553703
## demo$ethnicity7 0.15586858 0.01918881 0.15586858 0.05019948 0.09341256
## demo$ethnicity8 0.08644217 -0.01545436 0.08644217 -0.00268607 0.02328570
## demo$ethnicity9 0.05086463 0.05795670 0.05086463 0.06173152 0.06593033
## 291 292 293 294 295
## (Intercept) 0.19548277 0.18554266 0.19153686 0.17676756 0.19548277
## demo$ethnicity1 0.31701723 0.31517162 0.31532564 0.29281286 0.31701723
## demo$ethnicity2 -0.09952318 -0.11006509 -0.10556802 -0.10995060 -0.09952318
## demo$ethnicity3 -0.19548277 -0.14387600 -0.17112870 -0.04040392 -0.19548277
## demo$ethnicity4 -0.07901693 -0.07692663 -0.08145834 -0.07555231 -0.07901693
## demo$ethnicity5 -0.10264439 -0.09630395 -0.09569684 -0.06931074 -0.10264439
## demo$ethnicity6 -0.06923911 -0.06411165 -0.06777868 -0.04416358 -0.06923911
## demo$ethnicity7 0.15586858 0.12874305 0.14179647 0.04903890 0.15586858
## demo$ethnicity8 0.08644217 0.05883253 0.07209950 -0.00384665 0.08644217
## demo$ethnicity9 0.05086463 0.05519616 0.05746380 0.06057094 0.05086463
## 296 297 298 299 300
## (Intercept) 0.199780388 0.19392637 0.33725467 0.186556790 0.19548277
## demo$ethnicity1 0.248920911 0.30678792 -0.04670845 0.273131784 0.31701723
## demo$ethnicity2 -0.076335514 -0.08301136 0.05379140 -0.078647167 -0.09952318
## demo$ethnicity3 -0.009304197 -0.15225970 0.13333356 -0.023766092 -0.19548277
## demo$ethnicity4 -0.064865624 -0.08014237 0.03342148 -0.081829577 -0.07901693
## demo$ethnicity5 -0.028415679 -0.09960679 0.05331224 -0.063197092 -0.10264439
## demo$ethnicity6 -0.019325630 -0.06408882 0.05304680 -0.038076754 -0.06923911
## demo$ethnicity7 -0.027366595 0.12035935 -0.19439753 0.013443210 0.15586858
## demo$ethnicity8 -0.022450330 0.06595270 -0.09787672 -0.001592116 0.08644217
## demo$ethnicity9 0.040153475 0.04681245 -0.02664128 0.052211107 0.05086463
## 301 302 303 304 305
## (Intercept) 0.18933702 0.19548277 0.18308245 0.17696470 0.20877552
## demo$ethnicity1 0.31752548 0.31701723 0.31763183 0.30965737 0.22767351
## demo$ethnicity2 -0.10336817 -0.09952318 -0.10760488 -0.11162801 -0.06897683
## demo$ethnicity3 -0.16892886 -0.19548277 -0.14141579 -0.09000818 0.01073668
## demo$ethnicity4 -0.07925849 -0.07901693 -0.07975742 -0.08281825 -0.05608668
## demo$ethnicity5 -0.09832791 -0.10264439 -0.09405388 -0.08146238 -0.01947979
## demo$ethnicity6 -0.06791857 -0.06923911 -0.06693962 -0.05567407 -0.01119298
## demo$ethnicity7 0.14399631 0.15586858 0.13120326 0.09576257 -0.06591837
## demo$ethnicity8 0.07429934 0.08644217 0.06129274 0.02563571 -0.01896070
## demo$ethnicity9 0.04902534 0.05086463 0.04678680 0.05691671 0.03199997
## 306 307 308 309 310
## (Intercept) 0.17696470 0.18243646 0.17644141 0.18933702 0.252328367
## demo$ethnicity1 0.30965737 0.27725212 0.31018067 0.31752548 0.117632306
## demo$ethnicity2 -0.11162801 -0.10155386 -0.11110472 -0.10336817 0.010912697
## demo$ethnicity3 -0.09000818 -0.01964576 -0.08948489 -0.16892886 0.099022985
## demo$ethnicity4 -0.08281825 -0.07754241 -0.08785052 -0.07925849 -0.002065005
## demo$ethnicity5 -0.08146238 -0.05352121 -0.07600082 -0.09832791 0.020240293
## demo$ethnicity6 -0.05567407 -0.03133836 -0.05801408 -0.06791857 0.036029171
## demo$ethnicity7 0.09576257 0.01756354 0.09628587 0.14399631 -0.252328367
## demo$ethnicity8 0.02563571 -0.01707963 0.02615901 0.07429934 -0.054709319
## demo$ethnicity9 0.05691671 0.05633144 0.05744000 0.04902534 0.009535445
## 311 312
## (Intercept) 0.17696470 0.24686793
## demo$ethnicity1 0.30965737 0.14295663
## demo$ethnicity2 -0.11162801 -0.02114026
## demo$ethnicity3 -0.09000818 0.06892154
## demo$ethnicity4 -0.08281825 -0.03460801
## demo$ethnicity5 -0.08146238 -0.01186549
## demo$ethnicity6 -0.05567407 0.01285439
## demo$ethnicity7 0.09576257 -0.12686793
## demo$ethnicity8 0.02563571 -0.03932452
## demo$ethnicity9 0.05691671 0.01539551
##
## $f.perms
## [,1]
## [1,] 0.8915404
## [2,] 0.6136984
## [3,] 0.6395510
## [4,] 0.4598551
## [5,] 0.8268569
## [6,] 0.3857025
## [7,] 1.4172335
## [8,] 0.8682116
## [9,] 0.9223865
## [10,] 1.0354999
## [11,] 0.4494825
## [12,] 0.3525394
## [13,] 1.1248946
## [14,] 0.6171034
## [15,] 1.0809463
## [16,] 1.6927914
## [17,] 0.9175201
## [18,] 0.9301973
## [19,] 1.6206371
## [20,] 1.0542548
## [21,] 0.4782588
## [22,] 1.1659267
## [23,] 0.6361453
## [24,] 1.0259677
## [25,] 1.0476157
## [26,] 0.3251338
## [27,] 0.5683183
## [28,] 1.5044519
## [29,] 0.4643620
## [30,] 1.2179042
## [31,] 1.8370072
## [32,] 0.4399597
## [33,] 2.4076265
## [34,] 1.0635291
## [35,] 0.7617119
## [36,] 1.6741416
## [37,] 1.9779429
## [38,] 1.0482145
## [39,] 2.1457378
## [40,] 0.5590781
## [41,] 1.6951682
## [42,] 0.9129396
## [43,] 1.9310423
## [44,] 0.3965373
## [45,] 0.6140984
## [46,] 0.6849502
## [47,] 1.3352911
## [48,] 1.7823779
## [49,] 0.9039408
## [50,] 0.7020880
## [51,] 1.7250846
## [52,] 1.5180418
## [53,] 0.7153250
## [54,] 1.3006183
## [55,] 0.6006302
## [56,] 0.4516290
## [57,] 1.8089289
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## [736,] 0.7380918
## [737,] 0.7452914
## [738,] 1.3619369
## [739,] 0.9127025
## [740,] 0.7779166
## [741,] 0.9114787
## [742,] 0.4830973
## [743,] 1.2908120
## [744,] 1.9930138
## [745,] 0.5044975
## [746,] 1.4257154
## [747,] 0.4597287
## [748,] 0.9162588
## [749,] 0.4939846
## [750,] 0.7058416
## [751,] 0.4272495
## [752,] 1.3171129
## [753,] 0.7419414
## [754,] 1.7472155
## [755,] 0.9363835
## [756,] 0.6447493
## [757,] 1.1662825
## [758,] 0.6031630
## [759,] 1.1000659
## [760,] 1.0614125
## [761,] 0.5492253
## [762,] 1.0703440
## [763,] 0.9153397
## [764,] 1.3618328
## [765,] 0.5852605
## [766,] 2.0290362
## [767,] 0.4841546
## [768,] 1.4732050
## [769,] 1.4114125
## [770,] 0.7063876
## [771,] 1.7693340
## [772,] 0.6523924
## [773,] 1.0221653
## [774,] 1.5641443
## [775,] 0.4263317
## [776,] 0.4810723
## [777,] 1.3507514
## [778,] 0.7009903
## [779,] 0.6669981
## [780,] 0.6293113
## [781,] 1.2002299
## [782,] 0.8292561
## [783,] 1.8649976
## [784,] 1.3992793
## [785,] 0.5010048
## [786,] 1.7962308
## [787,] 0.5210006
## [788,] 0.8750804
## [789,] 1.2236171
## [790,] 0.4515592
## [791,] 0.5899314
## [792,] 0.8221659
## [793,] 0.6177730
## [794,] 1.7553703
## [795,] 1.8442920
## [796,] 0.5422319
## [797,] 0.2190426
## [798,] 0.5090863
## [799,] 0.6521574
## [800,] 0.9977389
## [801,] 1.5764226
## [802,] 0.7353887
## [803,] 2.2631534
## [804,] 0.6316909
## [805,] 1.4000677
## [806,] 0.8080283
## [807,] 0.9356133
## [808,] 0.7845378
## [809,] 1.0652793
## [810,] 0.5394616
## [811,] 1.9150133
## [812,] 1.0850777
## [813,] 0.9527067
## [814,] 1.2970507
## [815,] 0.7820237
## [816,] 0.6405560
## [817,] 0.5206217
## [818,] 0.9966434
## [819,] 0.7268793
## [820,] 1.8939121
## [821,] 1.6259668
## [822,] 0.2846603
## [823,] 1.6605894
## [824,] 1.6208344
## [825,] 0.7602757
## [826,] 0.6013441
## [827,] 0.6772427
## [828,] 1.0227048
## [829,] 1.8612259
## [830,] 0.9454635
## [831,] 0.5245504
## [832,] 0.4065767
## [833,] 0.7114538
## [834,] 0.5487552
## [835,] 0.7630603
## [836,] 0.6435614
## [837,] 2.1129912
## [838,] 0.6013310
## [839,] 1.2110632
## [840,] 0.7933382
## [841,] 1.1354684
## [842,] 1.1373393
## [843,] 0.6774309
## [844,] 0.9365777
## [845,] 1.4636825
## [846,] 1.5490225
## [847,] 1.9048751
## [848,] 0.5192939
## [849,] 1.0628493
## [850,] 0.6916189
## [851,] 0.6214416
## [852,] 0.3980370
## [853,] 0.5080571
## [854,] 1.8852483
## [855,] 1.3194400
## [856,] 0.6888785
## [857,] 0.3857402
## [858,] 0.3244425
## [859,] 1.6564229
## [860,] 1.1157080
## [861,] 2.1295643
## [862,] 1.3187227
## [863,] 1.4257026
## [864,] 0.7613239
## [865,] 0.6319566
## [866,] 0.5952176
## [867,] 0.5713741
## [868,] 0.9047041
## [869,] 0.5391790
## [870,] 0.5043276
## [871,] 0.7445931
## [872,] 0.4656325
## [873,] 0.8597772
## [874,] 0.2724512
## [875,] 1.5137449
## [876,] 1.8187228
## [877,] 0.3984769
## [878,] 1.9717370
## [879,] 0.7529926
## [880,] 1.1243217
## [881,] 0.8751076
## [882,] 0.4398020
## [883,] 0.6929342
## [884,] 0.6514692
## [885,] 1.8827016
## [886,] 1.9191949
## [887,] 0.7145429
## [888,] 0.4966367
## [889,] 0.9614702
## [890,] 1.7189100
## [891,] 0.5884803
## [892,] 1.7185498
## [893,] 0.8840726
## [894,] 0.7032483
## [895,] 0.7229290
## [896,] 2.2343592
## [897,] 0.5404901
## [898,] 0.3570068
## [899,] 0.9113046
## [900,] 0.3780384
## [901,] 0.9223391
## [902,] 0.4839007
## [903,] 1.4947938
## [904,] 0.6688191
## [905,] 0.9708887
## [906,] 0.5508490
## [907,] 1.0944749
## [908,] 0.3371312
## [909,] 0.6622904
## [910,] 0.5516085
## [911,] 0.4505377
## [912,] 1.2670979
## [913,] 1.9529208
## [914,] 1.3891397
## [915,] 0.3919827
## [916,] 0.4147146
## [917,] 1.2273072
## [918,] 0.2493030
## [919,] 0.5904324
## [920,] 0.7957319
## [921,] 0.7185203
## [922,] 0.5334290
## [923,] 1.5160227
## [924,] 1.1909120
## [925,] 0.5693715
## [926,] 1.6338648
## [927,] 0.8309081
## [928,] 1.2844124
## [929,] 0.6473580
## [930,] 2.3906180
## [931,] 0.2535746
## [932,] 0.6583979
## [933,] 1.1704290
## [934,] 0.5950563
## [935,] 1.2713167
## [936,] 0.9819253
## [937,] 1.5681152
## [938,] 0.5618679
## [939,] 1.2712160
## [940,] 0.5435446
## [941,] 1.9648551
## [942,] 1.3093887
## [943,] 0.5395387
## [944,] 0.4816862
## [945,] 0.9926459
## [946,] 0.4660153
## [947,] 1.8378602
## [948,] 1.3957711
## [949,] 0.7348306
## [950,] 1.9700168
## [951,] 0.6469477
## [952,] 0.6186400
## [953,] 0.5751903
## [954,] 0.8130661
## [955,] 1.3089689
## [956,] 2.1953427
## [957,] 1.3731089
## [958,] 0.6609546
## [959,] 0.7688701
## [960,] 1.2221176
## [961,] 1.6492360
## [962,] 1.9090430
## [963,] 1.8360501
## [964,] 0.6301913
## [965,] 0.8734726
## [966,] 0.8037460
## [967,] 0.9247842
## [968,] 1.0563777
## [969,] 1.0022024
## [970,] 0.6582607
## [971,] 0.9793889
## [972,] 0.6940952
## [973,] 0.6786321
## [974,] 0.7952540
## [975,] 0.9274594
## [976,] 1.7194865
## [977,] 0.4573127
## [978,] 1.3496803
## [979,] 0.5841317
## [980,] 0.6786836
## [981,] 1.3146416
## [982,] 0.3808575
## [983,] 1.2365475
## [984,] 0.3714747
## [985,] 2.3703083
## [986,] 0.8483188
## [987,] 1.0178921
## [988,] 1.5034056
## [989,] 0.5097158
## [990,] 0.3601397
## [991,] 2.3780193
## [992,] 0.4601517
## [993,] 0.3320552
## [994,] 0.5991552
## [995,] 1.9152795
## [996,] 1.0641999
## [997,] 0.7273321
## [998,] 1.3667618
## [999,] 0.5341728
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 -1 -1 -1 -1
## 4 1 -1 -1 -1 -1
## 5 1 -1 -1 -1 -1
## 6 1 -1 -1 -1 -1
## 7 1 0 0 0 0
## 8 1 -1 -1 -1 -1
## 9 1 -1 -1 -1 -1
## 10 1 -1 -1 -1 -1
## 11 1 -1 -1 -1 -1
## 12 1 -1 -1 -1 -1
## 13 1 -1 -1 -1 -1
## 14 1 -1 -1 -1 -1
## 15 1 -1 -1 -1 -1
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 0
## 18 1 -1 -1 -1 -1
## 19 1 0 0 1 0
## 20 1 0 0 0 0
## 21 1 -1 -1 -1 -1
## 22 1 -1 -1 -1 -1
## 23 1 -1 -1 -1 -1
## 24 1 0 0 0 0
## 25 1 -1 -1 -1 -1
## 26 1 1 0 0 0
## 27 1 -1 -1 -1 -1
## 28 1 -1 -1 -1 -1
## 29 1 1 0 0 0
## 30 1 -1 -1 -1 -1
## 31 1 -1 -1 -1 -1
## 32 1 0 0 0 0
## 33 1 -1 -1 -1 -1
## 34 1 0 0 0 0
## 35 1 0 0 0 0
## 36 1 -1 -1 -1 -1
## 37 1 0 0 0 1
## 38 1 -1 -1 -1 -1
## 39 1 -1 -1 -1 -1
## 40 1 -1 -1 -1 -1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 -1 -1 -1 -1
## 44 1 -1 -1 -1 -1
## 45 1 -1 -1 -1 -1
## 46 1 -1 -1 -1 -1
## 47 1 0 1 0 0
## 48 1 -1 -1 -1 -1
## 49 1 -1 -1 -1 -1
## 50 1 -1 -1 -1 -1
## 51 1 1 0 0 0
## 52 1 -1 -1 -1 -1
## 53 1 -1 -1 -1 -1
## 54 1 1 0 0 0
## 55 1 -1 -1 -1 -1
## 56 1 -1 -1 -1 -1
## 57 1 -1 -1 -1 -1
## 58 1 -1 -1 -1 -1
## 59 1 -1 -1 -1 -1
## 60 1 -1 -1 -1 -1
## 61 1 -1 -1 -1 -1
## 62 1 -1 -1 -1 -1
## 63 1 -1 -1 -1 -1
## 64 1 -1 -1 -1 -1
## 65 1 -1 -1 -1 -1
## 66 1 0 0 0 0
## 67 1 -1 -1 -1 -1
## 68 1 -1 -1 -1 -1
## 69 1 -1 -1 -1 -1
## 70 1 0 0 0 0
## 71 1 -1 -1 -1 -1
## 72 1 -1 -1 -1 -1
## 73 1 -1 -1 -1 -1
## 74 1 -1 -1 -1 -1
## 75 1 -1 -1 -1 -1
## 76 1 -1 -1 -1 -1
## 77 1 -1 -1 -1 -1
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## 79 1 -1 -1 -1 -1
## 80 1 -1 -1 -1 -1
## 81 1 -1 -1 -1 -1
## 82 1 -1 -1 -1 -1
## 83 1 -1 -1 -1 -1
## 84 1 -1 -1 -1 -1
## 85 1 -1 -1 -1 -1
## 86 1 0 0 0 0
## 87 1 -1 -1 -1 -1
## 88 1 -1 -1 -1 -1
## 89 1 -1 -1 -1 -1
## 90 1 0 0 0 1
## 91 1 -1 -1 -1 -1
## 92 1 -1 -1 -1 -1
## 93 1 -1 -1 -1 -1
## 94 1 -1 -1 -1 -1
## 95 1 -1 -1 -1 -1
## 96 1 -1 -1 -1 -1
## 97 1 0 0 0 0
## 98 1 0 0 0 0
## 99 1 -1 -1 -1 -1
## 100 1 -1 -1 -1 -1
## 101 1 -1 -1 -1 -1
## 102 1 -1 -1 -1 -1
## 103 1 0 0 0 1
## 104 1 -1 -1 -1 -1
## 105 1 -1 -1 -1 -1
## 106 1 -1 -1 -1 -1
## 107 1 -1 -1 -1 -1
## 108 1 -1 -1 -1 -1
## 109 1 1 0 0 0
## 110 1 -1 -1 -1 -1
## 111 1 -1 -1 -1 -1
## 112 1 -1 -1 -1 -1
## 113 1 0 0 0 0
## 114 1 -1 -1 -1 -1
## 115 1 -1 -1 -1 -1
## 116 1 0 0 0 0
## 117 1 -1 -1 -1 -1
## 118 1 -1 -1 -1 -1
## 119 1 -1 -1 -1 -1
## 120 1 -1 -1 -1 -1
## 121 1 -1 -1 -1 -1
## 122 1 -1 -1 -1 -1
## 123 1 0 0 0 1
## 124 1 0 0 0 0
## 125 1 0 0 0 0
## 126 1 -1 -1 -1 -1
## 127 1 -1 -1 -1 -1
## 128 1 -1 -1 -1 -1
## 129 1 0 0 0 0
## 130 1 -1 -1 -1 -1
## 131 1 0 0 0 1
## 132 1 -1 -1 -1 -1
## 133 1 -1 -1 -1 -1
## 134 1 -1 -1 -1 -1
## 135 1 -1 -1 -1 -1
## 136 1 -1 -1 -1 -1
## 137 1 -1 -1 -1 -1
## 138 1 -1 -1 -1 -1
## 139 1 -1 -1 -1 -1
## 140 1 -1 -1 -1 -1
## 141 1 0 0 0 0
## 142 1 -1 -1 -1 -1
## 143 1 0 0 0 0
## 144 1 -1 -1 -1 -1
## 145 1 -1 -1 -1 -1
## 146 1 -1 -1 -1 -1
## 147 1 -1 -1 -1 -1
## 148 1 -1 -1 -1 -1
## 149 1 -1 -1 -1 -1
## 150 1 -1 -1 -1 -1
## 151 1 0 0 0 0
## 152 1 -1 -1 -1 -1
## 153 1 -1 -1 -1 -1
## 154 1 -1 -1 -1 -1
## 155 1 -1 -1 -1 -1
## 156 1 -1 -1 -1 -1
## 157 1 -1 -1 -1 -1
## 158 1 -1 -1 -1 -1
## 159 1 -1 -1 -1 -1
## 160 1 -1 -1 -1 -1
## 161 1 -1 -1 -1 -1
## 162 1 0 0 0 0
## 163 1 -1 -1 -1 -1
## 164 1 -1 -1 -1 -1
## 165 1 -1 -1 -1 -1
## 166 1 -1 -1 -1 -1
## 167 1 -1 -1 -1 -1
## 168 1 -1 -1 -1 -1
## 169 1 -1 -1 -1 -1
## 170 1 -1 -1 -1 -1
## 171 1 -1 -1 -1 -1
## 172 1 -1 -1 -1 -1
## 173 1 -1 -1 -1 -1
## 174 1 -1 -1 -1 -1
## 175 1 -1 -1 -1 -1
## 176 1 -1 -1 -1 -1
## 177 1 -1 -1 -1 -1
## 178 1 -1 -1 -1 -1
## 179 1 -1 -1 -1 -1
## 180 1 -1 -1 -1 -1
## 181 1 -1 -1 -1 -1
## 182 1 -1 -1 -1 -1
## 183 1 -1 -1 -1 -1
## 184 1 0 0 0 0
## 185 1 -1 -1 -1 -1
## 186 1 -1 -1 -1 -1
## 187 1 0 0 0 1
## 188 1 0 1 0 0
## 189 1 -1 -1 -1 -1
## 190 1 -1 -1 -1 -1
## 191 1 -1 -1 -1 -1
## 192 1 -1 -1 -1 -1
## 193 1 -1 -1 -1 -1
## 194 1 -1 -1 -1 -1
## 195 1 -1 -1 -1 -1
## 196 1 -1 -1 -1 -1
## 197 1 -1 -1 -1 -1
## 198 1 -1 -1 -1 -1
## 199 1 -1 -1 -1 -1
## 200 1 -1 -1 -1 -1
## 201 1 -1 -1 -1 -1
## 202 1 -1 -1 -1 -1
## 203 1 -1 -1 -1 -1
## 204 1 -1 -1 -1 -1
## 205 1 -1 -1 -1 -1
## 206 1 -1 -1 -1 -1
## 207 1 -1 -1 -1 -1
## 208 1 -1 -1 -1 -1
## 209 1 -1 -1 -1 -1
## 210 1 -1 -1 -1 -1
## 211 1 -1 -1 -1 -1
## 212 1 -1 -1 -1 -1
## 213 1 -1 -1 -1 -1
## 214 1 -1 -1 -1 -1
## 215 1 -1 -1 -1 -1
## 216 1 -1 -1 -1 -1
## 217 1 -1 -1 -1 -1
## 218 1 -1 -1 -1 -1
## 219 1 -1 -1 -1 -1
## 220 1 -1 -1 -1 -1
## 221 1 -1 -1 -1 -1
## 222 1 -1 -1 -1 -1
## 223 1 -1 -1 -1 -1
## 224 1 -1 -1 -1 -1
## 225 1 -1 -1 -1 -1
## 226 1 -1 -1 -1 -1
## 227 1 -1 -1 -1 -1
## 228 1 -1 -1 -1 -1
## 229 1 0 0 0 1
## 230 1 -1 -1 -1 -1
## 231 1 -1 -1 -1 -1
## 232 1 -1 -1 -1 -1
## 233 1 -1 -1 -1 -1
## 234 1 -1 -1 -1 -1
## 235 1 0 0 0 0
## 236 1 -1 -1 -1 -1
## 237 1 0 0 0 0
## 238 1 -1 -1 -1 -1
## 239 1 -1 -1 -1 -1
## 240 1 -1 -1 -1 -1
## 241 1 -1 -1 -1 -1
## 242 1 0 0 0 1
## 243 1 -1 -1 -1 -1
## 244 1 0 0 0 0
## 245 1 -1 -1 -1 -1
## 246 1 -1 -1 -1 -1
## 247 1 -1 -1 -1 -1
## 248 1 -1 -1 -1 -1
## 249 1 -1 -1 -1 -1
## 250 1 -1 -1 -1 -1
## 251 1 -1 -1 -1 -1
## 252 1 -1 -1 -1 -1
## 253 1 -1 -1 -1 -1
## 254 1 -1 -1 -1 -1
## 255 1 0 0 0 0
## 256 1 -1 -1 -1 -1
## 257 1 -1 -1 -1 -1
## 258 1 -1 -1 -1 -1
## 259 1 -1 -1 -1 -1
## 260 1 -1 -1 -1 -1
## 261 1 -1 -1 -1 -1
## 262 1 -1 -1 -1 -1
## 263 1 -1 -1 -1 -1
## 264 1 0 0 0 0
## 265 1 0 0 0 0
## 266 1 -1 -1 -1 -1
## 267 1 -1 -1 -1 -1
## 268 1 0 1 0 0
## 269 1 -1 -1 -1 -1
## 270 1 -1 -1 -1 -1
## 271 1 -1 -1 -1 -1
## 272 1 -1 -1 -1 -1
## 273 1 -1 -1 -1 -1
## 274 1 -1 -1 -1 -1
## 275 1 -1 -1 -1 -1
## 276 1 -1 -1 -1 -1
## 277 1 -1 -1 -1 -1
## 278 1 -1 -1 -1 -1
## 279 1 -1 -1 -1 -1
## 280 1 -1 -1 -1 -1
## 281 1 -1 -1 -1 -1
## 282 1 -1 -1 -1 -1
## 283 1 -1 -1 -1 -1
## 284 1 -1 -1 -1 -1
## 285 1 -1 -1 -1 -1
## 286 1 -1 -1 -1 -1
## 287 1 -1 -1 -1 -1
## 288 1 0 1 0 0
## 289 1 -1 -1 -1 -1
## 290 1 0 0 0 0
## 291 1 0 0 0 1
## 292 1 -1 -1 -1 -1
## 293 1 -1 -1 -1 -1
## 294 1 -1 -1 -1 -1
## 295 1 -1 -1 -1 -1
## 296 1 -1 -1 -1 -1
## 297 1 -1 -1 -1 -1
## 298 1 -1 -1 -1 -1
## 299 1 -1 -1 -1 -1
## 300 1 -1 -1 -1 -1
## 301 1 -1 -1 -1 -1
## 302 1 -1 -1 -1 -1
## 303 1 -1 -1 -1 -1
## 304 1 -1 -1 -1 -1
## 305 1 -1 -1 -1 -1
## 306 1 -1 -1 -1 -1
## 307 1 -1 -1 -1 -1
## 308 1 -1 -1 -1 -1
## 309 1 -1 -1 -1 -1
## 310 1 0 0 0 0
## 311 1 -1 -1 -1 -1
## 312 1 -1 -1 -1 -1
## demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 -1 -1 -1 -1
## 4 -1 -1 -1 -1
## 5 -1 -1 -1 -1
## 6 -1 -1 -1 -1
## 7 1 0 0 0
## 8 -1 -1 -1 -1
## 9 -1 -1 -1 -1
## 10 -1 -1 -1 -1
## 11 -1 -1 -1 -1
## 12 -1 -1 -1 -1
## 13 -1 -1 -1 -1
## 14 -1 -1 -1 -1
## 15 -1 -1 -1 -1
## 16 -1 -1 -1 -1
## 17 0 1 0 0
## 18 -1 -1 -1 -1
## 19 0 0 0 0
## 20 0 1 0 0
## 21 -1 -1 -1 -1
## 22 -1 -1 -1 -1
## 23 -1 -1 -1 -1
## 24 1 0 0 0
## 25 -1 -1 -1 -1
## 26 0 0 0 0
## 27 -1 -1 -1 -1
## 28 -1 -1 -1 -1
## 29 0 0 0 0
## 30 -1 -1 -1 -1
## 31 -1 -1 -1 -1
## 32 0 0 0 1
## 33 -1 -1 -1 -1
## 34 0 1 0 0
## 35 0 1 0 0
## 36 -1 -1 -1 -1
## 37 0 0 0 0
## 38 -1 -1 -1 -1
## 39 -1 -1 -1 -1
## 40 -1 -1 -1 -1
## 41 1 0 0 0
## 42 1 0 0 0
## 43 -1 -1 -1 -1
## 44 -1 -1 -1 -1
## 45 -1 -1 -1 -1
## 46 -1 -1 -1 -1
## 47 0 0 0 0
## 48 -1 -1 -1 -1
## 49 -1 -1 -1 -1
## 50 -1 -1 -1 -1
## 51 0 0 0 0
## 52 -1 -1 -1 -1
## 53 -1 -1 -1 -1
## 54 0 0 0 0
## 55 -1 -1 -1 -1
## 56 -1 -1 -1 -1
## 57 -1 -1 -1 -1
## 58 -1 -1 -1 -1
## 59 -1 -1 -1 -1
## 60 -1 -1 -1 -1
## 61 -1 -1 -1 -1
## 62 -1 -1 -1 -1
## 63 -1 -1 -1 -1
## 64 -1 -1 -1 -1
## 65 -1 -1 -1 -1
## 66 0 1 0 0
## 67 -1 -1 -1 -1
## 68 -1 -1 -1 -1
## 69 -1 -1 -1 -1
## 70 0 1 0 0
## 71 -1 -1 -1 -1
## 72 -1 -1 -1 -1
## 73 -1 -1 -1 -1
## 74 -1 -1 -1 -1
## 75 -1 -1 -1 -1
## 76 -1 -1 -1 -1
## 77 -1 -1 -1 -1
## 78 -1 -1 -1 -1
## 79 -1 -1 -1 -1
## 80 -1 -1 -1 -1
## 81 -1 -1 -1 -1
## 82 -1 -1 -1 -1
## 83 -1 -1 -1 -1
## 84 -1 -1 -1 -1
## 85 -1 -1 -1 -1
## 86 1 0 0 0
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## demo$ethnicity9
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## 11 -1
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##
## $terms
## im ~ demo$ethnicity
## attr(,"variables")
## list(im, demo$ethnicity)
## attr(,"factors")
## demo$ethnicity
## im 0
## demo$ethnicity 1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Intrinsic
Motivation across ethnicity.
Self-Determination
Now, Self-Determination:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 0.9636 0.107065 4.8598 0.12651 0.001 ***
## Residuals 302 6.6533 0.022031 0.87349
## Total 311 7.6168 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = sd ~ demo$ethnicity)
##
## $coefficients
## sd1 sd2 sd3 sd4 sd5
## (Intercept) 3.4465192 3.3244978 3.46546244 3.39058382 3.3283216
## demo$ethnicity1 -1.2465192 -1.3244978 -1.06546244 -1.19058382 -1.3283216
## demo$ethnicity2 0.3034808 0.4255022 0.03453756 -0.14058382 0.1716784
## demo$ethnicity3 1.5534808 0.6755022 1.53453756 1.60941618 0.6716784
## demo$ethnicity4 0.6645919 0.7866133 0.64564867 0.72052729 0.4494562
## demo$ethnicity5 0.8868142 1.0088355 0.64564867 0.94274951 0.8939006
## demo$ethnicity6 0.2593632 0.3225610 0.29924345 0.13882795 0.2599137
## demo$ethnicity7 -1.4465192 -1.3244978 -1.46546244 -1.39058382 -0.3283216
## demo$ethnicity8 -0.4465192 -0.3244978 -0.13212910 -0.05725049 -0.3283216
## demo$ethnicity9 -0.9465192 -0.8244978 -0.96546244 -0.89058382 -0.8283216
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.22205825 0.189145013 0.19745326 0.18984144 0.22205825
## demo$ethnicity1 0.23435200 0.245843167 0.22916881 0.20684713 0.23435200
## demo$ethnicity2 -0.03780219 -0.043857375 -0.05091244 -0.03566039 -0.03780219
## demo$ethnicity3 -0.18039159 -0.166922791 -0.10654417 -0.06789022 -0.18039159
## demo$ethnicity4 -0.10891590 -0.089903906 -0.09519157 -0.06752347 -0.10891590
## demo$ethnicity5 -0.13676495 -0.109080560 -0.09290451 -0.05878867 -0.13676495
## demo$ethnicity6 -0.05145880 -0.054508623 -0.05594328 -0.04688191 -0.05145880
## demo$ethnicity7 0.16683064 0.144188320 0.11504674 0.05153787 0.16683064
## demo$ethnicity8 0.02051700 -0.006421436 -0.01977198 -0.04905780 0.02051700
## demo$ethnicity9 0.16683064 0.149479325 0.14682441 0.11908304 0.16683064
## 6 7 8 9 10
## (Intercept) 0.17867984 0.17631057 0.22205825 0.221304065 0.408854128
## demo$ethnicity1 0.21800874 0.23126519 0.23435200 0.133602432 -0.110639843
## demo$ethnicity2 -0.05391055 -0.05190580 -0.03780219 -0.043826587 0.002860847
## demo$ethnicity3 -0.05672862 -0.08107247 -0.18039159 0.021939179 0.124479205
## demo$ethnicity4 -0.08123912 -0.07593553 -0.10891590 -0.041192840 0.087034791
## demo$ethnicity5 -0.06151595 -0.07940302 -0.13676495 -0.005902579 0.099547001
## demo$ethnicity6 -0.05886541 -0.05317940 -0.05145880 -0.038397363 0.028764334
## demo$ethnicity7 0.06269947 0.09035610 0.16683064 -0.021304065 -0.186631906
## demo$ethnicity8 -0.03739569 -0.04630942 0.02051700 -0.073576792 -0.010302092
## demo$ethnicity9 0.13024465 0.12817661 0.16683064 0.103773335 -0.084780054
## 11 12 13 14 15
## (Intercept) 0.226104304 0.18086052 0.18042645 0.17111353 0.22205825
## demo$ethnicity1 0.128802193 0.24576156 0.24619563 0.24640281 0.23435200
## demo$ethnicity2 -0.031960160 -0.04622446 -0.04524927 -0.04721568 -0.03780219
## demo$ethnicity3 0.017138939 -0.13540597 -0.13497190 -0.10134609 -0.18039159
## demo$ethnicity4 -0.030818182 -0.08870506 -0.09343895 -0.09163888 -0.10891590
## demo$ethnicity5 -0.003968812 -0.10282011 -0.10755959 -0.09526234 -0.13676495
## demo$ethnicity6 -0.038995922 -0.05459877 -0.05141686 -0.05686771 -0.05145880
## demo$ethnicity7 -0.026104304 0.13163948 0.13207355 0.11920905 0.16683064
## demo$ethnicity8 -0.078377032 -0.02027326 -0.01983919 -0.03391155 0.02051700
## demo$ethnicity9 0.098973095 0.13902691 0.13946098 0.12888647 0.16683064
## 16 17 18 19 20
## (Intercept) 0.17111353 0.17111353 0.194631009 0.197338647 0.17867984
## demo$ethnicity1 0.24640281 0.24640281 0.190223811 0.245357621 0.21800874
## demo$ethnicity2 -0.04721568 -0.04721568 -0.054054134 -0.041998356 -0.05391055
## demo$ethnicity3 -0.10134609 -0.10134609 -0.015143830 -0.197338647 -0.05672862
## demo$ethnicity4 -0.09163888 -0.09163888 -0.057861628 -0.091511687 -0.08123912
## demo$ethnicity5 -0.09526234 -0.09526234 -0.030914764 -0.120342796 -0.06151595
## demo$ethnicity6 -0.05686771 -0.05686771 -0.048518018 -0.049278300 -0.05886541
## demo$ethnicity7 0.11920905 0.11920905 -0.009445824 0.155602530 0.06269947
## demo$ethnicity8 -0.03391155 -0.03391155 -0.049920817 0.006370923 -0.03739569
## demo$ethnicity9 0.12888647 0.12888647 0.122829308 0.158973646 0.13024465
## 21 22 23 24 25
## (Intercept) 0.18396210 0.235622596 0.318738091 0.17899870 0.17111353
## demo$ethnicity1 0.20076071 0.116424188 -0.009713612 0.24069826 0.24640281
## demo$ethnicity2 -0.05899912 -0.039825887 -0.014363091 -0.05459394 -0.04721568
## demo$ethnicity3 -0.03396210 0.042155182 0.118761909 -0.08376061 -0.10134609
## demo$ethnicity4 -0.06417289 -0.019806123 0.054814710 -0.08462968 -0.09163888
## demo$ethnicity5 -0.04361661 0.007177638 0.079512329 -0.08882516 -0.09526234
## demo$ethnicity6 -0.05485579 -0.033106607 0.016582712 -0.04932654 -0.05686771
## demo$ethnicity7 0.03032362 -0.068955929 -0.218738091 0.08766796 0.11920905
## demo$ethnicity8 -0.05045240 -0.075880894 -0.071035501 -0.03097954 -0.03391155
## demo$ethnicity9 0.12930572 0.092660232 0.013774224 0.12548847 0.12888647
## 26 27 28 29 30
## (Intercept) 0.489871675 0.189145013 0.18854280 0.22205825 0.243129615
## demo$ethnicity1 -0.261801500 0.245843167 0.22064577 0.23435200 0.094102354
## demo$ethnicity2 0.049391145 -0.043857375 -0.04906764 -0.03780219 -0.009258193
## demo$ethnicity3 0.152985467 -0.166922791 -0.06659158 -0.18039159 0.034648163
## demo$ethnicity4 0.104368345 -0.089903906 -0.06540557 -0.10891590 -0.020144683
## demo$ethnicity5 0.123098104 -0.109080560 -0.07137892 -0.13676495 0.023075969
## demo$ethnicity6 0.058625511 -0.054508623 -0.05248345 -0.05145880 -0.027842233
## demo$ethnicity7 -0.114871675 0.144188320 0.05283651 0.16683064 -0.076462948
## demo$ethnicity8 0.004089677 -0.006421436 -0.02924064 0.02051700 -0.083387913
## demo$ethnicity9 -0.189871675 0.149479325 0.12038168 0.16683064 0.085153213
## 31 32 33 34 35
## (Intercept) 0.214594918 0.284652038 0.18680915 0.17352308 0.18154445
## demo$ethnicity1 0.235221742 0.034395581 0.21081688 0.23405268 0.21514413
## demo$ethnicity2 -0.038640848 -0.004050918 -0.06184618 -0.04911832 -0.05677516
## demo$ethnicity3 -0.150765131 0.109287356 -0.03680915 -0.07828499 -0.05959323
## demo$ethnicity4 -0.112299188 0.043111006 -0.07336915 -0.09117485 -0.06557568
## demo$ethnicity5 -0.130917272 0.068685961 -0.05363213 -0.07750158 -0.06344212
## demo$ethnicity6 -0.053575030 0.002585276 -0.05077644 -0.05609196 -0.05588975
## demo$ethnicity7 0.156833654 -0.237032990 0.02747656 0.09314359 0.05983486
## demo$ethnicity8 0.009038722 -0.085965667 -0.03425183 -0.04304778 -0.04076081
## demo$ethnicity9 0.158445834 0.048681296 0.12645866 0.13096410 0.12738004
## 36 37 38 39 40
## (Intercept) 0.19344284 0.18525667 0.22205825 0.284652038 0.21048110
## demo$ethnicity1 0.24154534 0.24136541 0.23435200 0.034395581 0.23933556
## demo$ethnicity2 -0.04763841 -0.05007949 -0.03780219 -0.004050918 -0.03499984
## demo$ethnicity3 -0.12677617 -0.09434758 -0.18039159 0.109287356 -0.18920451
## demo$ethnicity4 -0.09947704 -0.09850445 -0.10891590 0.043111006 -0.10314860
## demo$ethnicity5 -0.10843524 -0.10216054 -0.13676495 0.068685961 -0.13153587
## demo$ethnicity6 -0.05867913 -0.05886146 -0.05145880 0.002585276 -0.04957747
## demo$ethnicity7 0.13989049 0.12724333 0.16683064 -0.237032990 0.16094747
## demo$ethnicity8 -0.01071926 -0.02466941 0.02051700 -0.085965667 0.01315254
## demo$ethnicity9 0.14518150 0.13463076 0.16683064 0.048681296 0.16255965
## 41 42 43 44 45
## (Intercept) 0.22205825 0.21048110 0.203315552 0.207936573 0.22205825
## demo$ethnicity1 0.23435200 0.23933556 0.239380716 0.234759695 0.23435200
## demo$ethnicity2 -0.03780219 -0.03499984 -0.037105696 -0.041726717 -0.03780219
## demo$ethnicity3 -0.18039159 -0.18920451 -0.159837291 -0.120980051 -0.18039159
## demo$ethnicity4 -0.10891590 -0.10314860 -0.102426864 -0.107262904 -0.10891590
## demo$ethnicity5 -0.13676495 -0.13153587 -0.126212348 -0.121054732 -0.13676495
## demo$ethnicity6 -0.05145880 -0.04957747 -0.049624235 -0.056748386 -0.05145880
## demo$ethnicity7 0.16683064 0.16094747 0.149625625 0.145004603 0.16683064
## demo$ethnicity8 0.02051700 0.01315254 0.000394018 -0.004227004 0.02051700
## demo$ethnicity9 0.16683064 0.16255965 0.152996741 0.148375719 0.16683064
## 46 47 48 49 50
## (Intercept) 0.20016940 0.192234702 0.284652038 0.19942572 0.19344284
## demo$ethnicity1 0.17052026 0.192620118 0.034395581 0.19726285 0.24154534
## demo$ethnicity2 -0.05934510 -0.067282827 -0.004050918 -0.06183592 -0.04763841
## demo$ethnicity3 0.01035692 -0.012747522 0.109287356 -0.02869401 -0.12677617
## demo$ethnicity4 -0.03882094 -0.055465321 0.043111006 -0.07261039 -0.09947704
## demo$ethnicity5 -0.01074058 -0.034867663 0.068685961 -0.05276681 -0.10843524
## demo$ethnicity6 -0.04373931 -0.046313944 0.002585276 -0.05723588 -0.05867913
## demo$ethnicity7 -0.04632324 -0.007049516 -0.237032990 0.04195359 0.13989049
## demo$ethnicity8 -0.06398401 -0.047524510 -0.085965667 -0.04012356 -0.01071926
## demo$ethnicity9 0.12125917 0.125225616 0.048681296 0.13581456 0.14518150
## 51 52 53 54 55
## (Intercept) 0.489871675 0.17850554 0.192234702 0.489871675 0.18154445
## demo$ethnicity1 -0.261801500 0.22907022 0.192620118 -0.261801500 0.21514413
## demo$ethnicity2 0.049391145 -0.03981506 -0.067282827 0.049391145 -0.05677516
## demo$ethnicity3 0.152985467 -0.08326744 -0.012747522 0.152985467 -0.05959323
## demo$ethnicity4 0.104368345 -0.07813050 -0.055465321 0.104368345 -0.06557568
## demo$ethnicity5 0.123098104 -0.07575003 -0.034867663 0.123098104 -0.06344212
## demo$ethnicity6 0.058625511 -0.05521131 -0.046313944 0.058625511 -0.05588975
## demo$ethnicity7 -0.114871675 0.08816113 -0.007049516 -0.114871675 0.05983486
## demo$ethnicity8 0.004089677 -0.04850439 -0.047524510 0.004089677 -0.04076081
## demo$ethnicity9 -0.189871675 0.12598164 0.125225616 -0.189871675 0.12738004
## 56 57 58 59 60
## (Intercept) 0.19673347 0.19082900 0.18086052 0.19387534 0.19411715
## demo$ethnicity1 0.18812135 0.22668733 0.24576156 0.24111284 0.20350888
## demo$ethnicity2 -0.05615659 -0.05473604 -0.04622446 -0.04807090 -0.05400266
## demo$ethnicity3 -0.01724629 -0.07454994 -0.13540597 -0.12720867 -0.04411715
## demo$ethnicity4 -0.04576530 -0.08346088 -0.08870506 -0.10002177 -0.04786254
## demo$ethnicity5 -0.03301722 -0.08698230 -0.10282011 -0.11392346 -0.05377167
## demo$ethnicity6 -0.04689114 -0.05536253 -0.05459877 -0.05345810 -0.04830189
## demo$ethnicity7 -0.01154828 0.09949358 0.13163948 0.13945800 0.02016856
## demo$ethnicity8 -0.05202328 -0.03653301 -0.02027326 -0.01115176 -0.04208893
## demo$ethnicity9 0.12072685 0.13417100 0.13902691 0.14474900 0.11915066
## 61 62 63 64 65
## (Intercept) 0.197338647 0.201959668 0.17111353 0.217370593 0.17867984
## demo$ethnicity1 0.245357621 0.240736599 0.24640281 0.153319062 0.21800874
## demo$ethnicity2 -0.041998356 -0.046619378 -0.04721568 -0.041186492 -0.05391055
## demo$ethnicity3 -0.197338647 -0.158481407 -0.10134609 -0.006844277 -0.05672862
## demo$ethnicity4 -0.091511687 -0.096347728 -0.09163888 -0.048296065 -0.08123912
## demo$ethnicity5 -0.120342796 -0.115185181 -0.09526234 -0.029068668 -0.06151595
## demo$ethnicity6 -0.049278300 -0.056402451 -0.05686771 -0.041875441 -0.05886541
## demo$ethnicity7 0.155602530 0.150981508 0.11920905 0.013398638 0.06269947
## demo$ethnicity8 0.006370923 0.001749901 -0.03391155 -0.060983190 -0.03739569
## demo$ethnicity9 0.158973646 0.154352624 0.12888647 0.104057978 0.13024465
## 66 67 68 69 70
## (Intercept) 0.213648334 0.214594918 0.20256043 0.207096988 0.17352308
## demo$ethnicity1 0.155543877 0.235221742 0.18229439 0.235599280 0.23405268
## demo$ethnicity2 -0.056170857 -0.038640848 -0.02784003 -0.040393061 -0.04911832
## demo$ethnicity3 0.029594909 -0.150765131 -0.02307325 -0.120140466 -0.07828499
## demo$ethnicity4 -0.018138198 -0.112299188 -0.04485826 -0.111254237 -0.09117485
## demo$ethnicity5 0.001753152 -0.130917272 -0.02402937 -0.120215147 -0.07750158
## demo$ethnicity6 -0.038864882 -0.053575030 -0.04171272 -0.058803793 -0.05609196
## demo$ethnicity7 -0.093648334 0.156833654 -0.01737524 0.145844188 0.09314359
## demo$ethnicity8 -0.065921061 0.009038722 -0.07745808 -0.003387419 -0.04304778
## demo$ethnicity9 0.111429065 0.158445834 0.11489989 0.149215304 0.13096410
## 71 72 73 74 75
## (Intercept) 0.20956859 0.17111353 0.17626000 0.18154445 0.22205825
## demo$ethnicity1 0.24024807 0.24640281 0.23131576 0.21514413 0.23435200
## demo$ethnicity2 -0.04472563 -0.04721568 -0.05185523 -0.05677516 -0.03780219
## demo$ethnicity3 -0.18829200 -0.10134609 -0.08102190 -0.05959323 -0.18039159
## demo$ethnicity4 -0.09771381 -0.09163888 -0.08205780 -0.06557568 -0.10891590
## demo$ethnicity5 -0.12599373 -0.09526234 -0.08023850 -0.06344212 -0.13676495
## demo$ethnicity6 -0.05122250 -0.05686771 -0.05966982 -0.05588975 -0.05145880
## demo$ethnicity7 0.16185998 0.11920905 0.09040667 0.05983486 0.16683064
## demo$ethnicity8 0.01406505 -0.03391155 -0.02824083 -0.04076081 0.02051700
## demo$ethnicity9 0.16347216 0.12888647 0.12822718 0.12738004 0.16683064
## 76 77 78 79 80
## (Intercept) 0.18396210 0.18086052 0.44498962 0.19169722 0.17111353
## demo$ethnicity1 0.20076071 0.24576156 -0.18786352 0.17982427 0.24640281
## demo$ethnicity2 -0.05899912 -0.04622446 0.05702854 -0.05112034 -0.04721568
## demo$ethnicity3 -0.03396210 -0.13540597 0.14121728 -0.01221004 -0.10134609
## demo$ethnicity4 -0.06417289 -0.08870506 0.08754107 -0.04839189 -0.09163888
## demo$ethnicity5 -0.04361661 -0.10282011 0.10823233 -0.02057356 -0.09526234
## demo$ethnicity6 -0.05485579 -0.05459877 0.03789939 -0.05272090 -0.05686771
## demo$ethnicity7 0.03032362 0.13163948 -0.15087197 -0.00651203 0.11920905
## demo$ethnicity8 -0.05045240 -0.02027326 -0.02165628 -0.06659487 -0.03391155
## demo$ethnicity9 0.12930572 0.13902691 -0.13030430 0.12576310 0.12888647
## 81 82 83 84 85
## (Intercept) 0.22205825 0.22205825 0.297129245 0.18634965 0.18430976
## demo$ethnicity1 0.23435200 0.23435200 0.021918374 0.19837316 0.22487882
## demo$ethnicity2 -0.03780219 -0.03780219 -0.040337650 -0.04623516 -0.05954047
## demo$ethnicity3 -0.18039159 -0.18039159 0.096810149 -0.03634965 -0.06235854
## demo$ethnicity4 -0.10891590 -0.10891590 0.030633798 -0.06002449 -0.07451382
## demo$ethnicity5 -0.13676495 -0.13676495 0.056208754 -0.03883570 -0.07315187
## demo$ethnicity6 -0.05145880 -0.05145880 0.002526369 -0.05013524 -0.05192687
## demo$ethnicity7 0.16683064 0.16683064 -0.154272102 0.02793607 0.05706955
## demo$ethnicity8 0.02051700 0.02051700 -0.065109541 -0.07188757 -0.02500760
## demo$ethnicity9 0.16683064 0.16683064 0.036204088 0.12691817 0.12461473
## 86 87 88 89 90
## (Intercept) 0.18042645 0.284652038 0.375578683 0.19439834 0.18150131
## demo$ethnicity1 0.24619563 0.034395581 -0.079541387 0.24058984 0.22768727
## demo$ethnicity2 -0.04524927 -0.004050918 0.006580831 -0.03748280 -0.05673202
## demo$ethnicity3 -0.13497190 0.109287356 0.108292285 -0.12773168 -0.05955009
## demo$ethnicity4 -0.09343895 0.043111006 0.047097210 -0.10514601 -0.08388422
## demo$ethnicity5 -0.10755959 0.068685961 0.070716719 -0.11422166 -0.07034342
## demo$ethnicity6 -0.05141686 0.002585276 0.013343615 -0.05696083 -0.04823051
## demo$ethnicity7 0.13207355 -0.237032990 -0.112420788 0.13893499 0.05987800
## demo$ethnicity8 -0.01983919 -0.085965667 -0.037497012 -0.01167477 -0.04021716
## demo$ethnicity9 0.13946098 0.048681296 -0.045908353 0.14422600 0.12742318
## 91 92 93 94 95
## (Intercept) 0.17111353 0.17111353 0.19344284 0.17111353 0.228147879
## demo$ethnicity1 0.24640281 0.24640281 0.24154534 0.24640281 0.126758618
## demo$ethnicity2 -0.04721568 -0.04721568 -0.04763841 -0.04721568 -0.034003735
## demo$ethnicity3 -0.10134609 -0.10134609 -0.12677617 -0.10134609 0.015095365
## demo$ethnicity4 -0.09163888 -0.09163888 -0.09947704 -0.09163888 -0.040868195
## demo$ethnicity5 -0.09526234 -0.09526234 -0.10843524 -0.09526234 -0.004809885
## demo$ethnicity6 -0.05686771 -0.05686771 -0.05867913 -0.05686771 -0.025843418
## demo$ethnicity7 0.11920905 0.11920905 0.13989049 0.11920905 -0.028147879
## demo$ethnicity8 -0.03391155 -0.03391155 -0.01071926 -0.03391155 -0.080420606
## demo$ethnicity9 0.12888647 0.12888647 0.14518150 0.12888647 0.096929521
## 96 97 98 99 100
## (Intercept) 0.201542454 0.22205825 0.35889294 0.17626000 0.17998332
## demo$ethnicity1 0.241153813 0.23435200 -0.06285565 0.23131576 0.24663875
## demo$ethnicity2 -0.045708093 -0.03780219 0.02326657 -0.05185523 -0.04480614
## demo$ethnicity3 -0.158064193 -0.18039159 0.12497803 -0.08102190 -0.13452878
## demo$ethnicity4 -0.100868786 -0.10891590 0.06378295 -0.08205780 -0.09287837
## demo$ethnicity5 -0.119711118 -0.13676495 0.08740246 -0.08023850 -0.10194292
## demo$ethnicity6 -0.053360509 -0.05145880 0.01368949 -0.05966982 -0.05676776
## demo$ethnicity7 0.151398722 0.16683064 -0.20099821 0.09040667 0.13251668
## demo$ethnicity8 0.002167115 0.02051700 -0.05784831 -0.02824083 -0.01939606
## demo$ethnicity9 0.154769838 0.16683064 -0.02922261 0.12822718 0.13990411
## 101 102 103 104 105
## (Intercept) 0.22205825 0.17111353 0.23440574 0.19169722 0.22205825
## demo$ethnicity1 0.23435200 0.24640281 0.10282623 0.17982427 0.23435200
## demo$ethnicity2 -0.03780219 -0.04721568 -0.03860903 -0.05112034 -0.03780219
## demo$ethnicity3 -0.18039159 -0.10134609 0.04337203 -0.01221004 -0.18039159
## demo$ethnicity4 -0.10891590 -0.09163888 -0.02713628 -0.04839189 -0.10891590
## demo$ethnicity5 -0.13676495 -0.09526234 0.01662494 -0.02057356 -0.13676495
## demo$ethnicity6 -0.05145880 -0.05686771 -0.02753246 -0.05272090 -0.05145880
## demo$ethnicity7 0.16683064 0.11920905 -0.06773908 -0.00651203 0.16683064
## demo$ethnicity8 0.02051700 -0.03391155 -0.07466404 -0.06659487 0.02051700
## demo$ethnicity9 0.16683064 0.12888647 0.09387709 0.12576310 0.16683064
## 106 107 108 109 110
## (Intercept) 0.215197889 0.18086052 0.230170291 0.224938422 0.194631009
## demo$ethnicity1 0.155491766 0.24576156 0.121876493 0.115682360 0.190223811
## demo$ethnicity2 -0.039013787 -0.04622446 -0.034373582 -0.030794278 -0.054054134
## demo$ethnicity3 -0.004671573 -0.13540597 0.047607487 0.018304821 -0.015143830
## demo$ethnicity4 -0.060793875 -0.08870506 -0.006946411 -0.037882753 -0.057861628
## demo$ethnicity5 -0.026895964 -0.10282011 0.029090849 0.005133578 -0.030914764
## demo$ethnicity6 -0.043555814 -0.05459877 -0.023297003 -0.037830040 -0.048518018
## demo$ethnicity7 0.015571342 0.13163948 -0.146836958 -0.024938422 -0.009445824
## demo$ethnicity8 -0.058810486 -0.02027326 -0.070428589 -0.077211150 -0.049920817
## demo$ethnicity9 0.106230682 0.13902691 0.098112537 0.100138977 0.122829308
## 111 112 113 114 115
## (Intercept) 0.17111353 0.215004174 0.17111353 0.19082900 0.17352308
## demo$ethnicity1 0.24640281 0.234812485 0.24640281 0.22668733 0.23405268
## demo$ethnicity2 -0.04721568 -0.039522918 -0.04721568 -0.05473604 -0.04911832
## demo$ethnicity3 -0.10134609 -0.151174387 -0.10134609 -0.07454994 -0.07828499
## demo$ethnicity4 -0.09163888 -0.107877527 -0.09163888 -0.08346088 -0.09117485
## demo$ethnicity5 -0.09526234 -0.126491043 -0.09526234 -0.08698230 -0.07750158
## demo$ethnicity6 -0.05686771 -0.056551519 -0.05686771 -0.05536253 -0.05609196
## demo$ethnicity7 0.11920905 0.156424397 0.11920905 0.09949358 0.09314359
## demo$ethnicity8 -0.03391155 0.008629465 -0.03391155 -0.03653301 -0.04304778
## demo$ethnicity9 0.12888647 0.158036578 0.12888647 0.13417100 0.13096410
## 116 117 118 119 120
## (Intercept) 0.23889577 0.17352308 0.215004174 0.18396210 0.19430081
## demo$ethnicity1 0.14595905 0.23405268 0.234812485 0.20076071 0.24068737
## demo$ethnicity2 -0.03503686 -0.04911832 -0.039522918 -0.05899912 -0.04901318
## demo$ethnicity3 -0.05940859 -0.07828499 -0.151174387 -0.03396210 -0.12763415
## demo$ethnicity4 -0.03683532 -0.09117485 -0.107877527 -0.06417289 -0.09539675
## demo$ethnicity5 -0.02855488 -0.07750158 -0.126491043 -0.04361661 -0.10929321
## demo$ethnicity6 -0.04224710 -0.05609196 -0.056551519 -0.05485579 -0.05656845
## demo$ethnicity7 0.02036349 0.09314359 0.156424397 0.03032362 0.13903252
## demo$ethnicity8 -0.03044931 -0.04304778 0.008629465 -0.05045240 -0.01157724
## demo$ethnicity9 0.10634233 0.13096410 0.158036578 0.12930572 0.14432352
## 121 122 123 124 125
## (Intercept) 0.17111353 0.20751936 0.21048110 0.204923175 0.18385882
## demo$ethnicity1 0.24640281 0.23517691 0.23933556 0.230065004 0.21282975
## demo$ethnicity2 -0.04721568 -0.04081543 -0.03499984 -0.047490835 -0.04438366
## demo$ethnicity3 -0.10134609 -0.12056284 -0.18920451 -0.138256509 -0.06190760
## demo$ethnicity4 -0.09163888 -0.11178396 -0.10314860 -0.100851150 -0.06154084
## demo$ethnicity5 -0.09526234 -0.12558067 -0.13153587 -0.104024958 -0.05881205
## demo$ethnicity6 -0.05686771 -0.05370644 -0.04957747 -0.052739225 -0.05130394
## demo$ethnicity7 0.11920905 0.14542182 0.16094747 0.128410158 0.05752049
## demo$ethnicity8 -0.03391155 -0.00380979 0.01315254 -0.005532931 -0.06159370
## demo$ethnicity9 0.12888647 0.14879293 0.16255965 0.157510687 0.12506566
## 126 127 128 129 130
## (Intercept) 0.18854280 0.25739812 0.20016940 0.215004174 0.22205825
## demo$ethnicity1 0.22064577 0.10608482 0.17052026 0.234812485 0.23435200
## demo$ethnicity2 -0.04906764 -0.06406102 -0.05934510 -0.039522918 -0.03780219
## demo$ethnicity3 -0.06659158 0.05688759 0.01035692 -0.151174387 -0.18039159
## demo$ethnicity4 -0.06540557 0.01293533 -0.03882094 -0.107877527 -0.10891590
## demo$ethnicity5 -0.07137892 0.02289362 -0.01074058 -0.126491043 -0.13676495
## demo$ethnicity6 -0.05248345 -0.01846069 -0.04373931 -0.056551519 -0.05145880
## demo$ethnicity7 0.05283651 -0.12696334 -0.04632324 0.156424397 0.16683064
## demo$ethnicity8 -0.02924064 -0.05485658 -0.06398401 0.008629465 0.02051700
## demo$ethnicity9 0.12038168 0.07348423 0.12125917 0.158036578 0.16683064
## 131 132 133 134 135
## (Intercept) 0.17352308 0.21198871 0.284652038 0.205348655 0.20238204
## demo$ethnicity1 0.23405268 0.20770826 0.034395581 0.229639525 0.24031423
## demo$ethnicity2 -0.04911832 -0.06317919 -0.004050918 -0.048433110 -0.04704175
## demo$ethnicity3 -0.07828499 -0.06913157 0.109287356 -0.138681988 -0.15890378
## demo$ethnicity4 -0.09117485 -0.07891110 0.043111006 -0.096226124 -0.09687745
## demo$ethnicity5 -0.07750158 -0.07143323 0.068685961 -0.099394712 -0.12055070
## demo$ethnicity6 -0.05609196 -0.05113930 0.002585276 -0.055849573 -0.05130510
## demo$ethnicity7 0.09314359 0.05467795 -0.237032990 0.127984679 0.15055914
## demo$ethnicity8 -0.04304778 -0.01038966 -0.085965667 -0.005958411 0.00132753
## demo$ethnicity9 0.13096410 0.14378052 0.048681296 0.157085208 0.15393025
## 136 137 138 139 140
## (Intercept) 0.22205825 0.22205825 0.17111353 0.18628731 0.20956859
## demo$ethnicity1 0.23435200 0.23435200 0.24640281 0.19843549 0.24024807
## demo$ethnicity2 -0.03780219 -0.03780219 -0.04721568 -0.04617282 -0.04472563
## demo$ethnicity3 -0.18039159 -0.18039159 -0.10134609 -0.03628731 -0.18829200
## demo$ethnicity4 -0.10891590 -0.10891590 -0.09163888 -0.06649810 -0.09771381
## demo$ethnicity5 -0.13676495 -0.13676495 -0.09526234 -0.03976899 -0.12599373
## demo$ethnicity6 -0.05145880 -0.05145880 -0.05686771 -0.05699931 -0.05122250
## demo$ethnicity7 0.16683064 0.16683064 0.11920905 0.02799840 0.16185998
## demo$ethnicity8 0.02051700 0.02051700 -0.03391155 -0.05277761 0.01406505
## demo$ethnicity9 0.16683064 0.16683064 0.12888647 0.12698050 0.16347216
## 141 142 143 144 145
## (Intercept) 0.19169722 0.19967402 0.20751936 2.036897e-01 0.2313809011
## demo$ethnicity1 0.17982427 0.19851413 0.23517691 1.532069e-01 0.1354806974
## demo$ethnicity2 -0.05112034 -0.05909715 -0.04081543 -4.673632e-02 -0.0355841916
## demo$ethnicity3 -0.01221004 -0.02018684 -0.12056284 6.836661e-03 0.0463968767
## demo$ethnicity4 -0.04839189 -0.05524181 -0.11178396 -3.560719e-02 0.0003899878
## demo$ethnicity5 -0.02057356 -0.04336519 -0.12558067 -6.205951e-05 0.0196497859
## demo$ethnicity6 -0.05272090 -0.04661659 -0.05370644 -4.320278e-02 -0.0245076132
## demo$ethnicity7 -0.00651203 -0.01448884 0.14542182 -4.984350e-02 -0.1480475677
## demo$ethnicity8 -0.06659487 -0.03535599 -0.00380979 -6.750427e-02 -0.0716391994
## demo$ethnicity9 0.12576310 0.11778629 0.14879293 1.177389e-01 0.0969019272
## 146 147 148 149 150
## (Intercept) 0.18361550 0.17111353 0.284652038 0.40008781 0.235253299
## demo$ethnicity1 0.23390084 0.24640281 0.034395581 -0.12092114 0.148224627
## demo$ethnicity2 -0.04808975 -0.04721568 -0.004050918 0.03940495 -0.024442488
## demo$ethnicity3 -0.11384806 -0.10134609 0.109287356 0.13324553 0.007989944
## demo$ethnicity4 -0.08826183 -0.09163888 0.043111006 0.07543074 -0.003497341
## demo$ethnicity5 -0.08578029 -0.09526234 0.068685961 0.09773131 -0.003978798
## demo$ethnicity6 -0.05385541 -0.05686771 0.002585276 0.02276710 -0.018874269
## demo$ethnicity7 0.10670708 0.11920905 -0.237032990 -0.17786559 -0.115253299
## demo$ethnicity8 -0.02886966 -0.03391155 -0.085965667 -0.04075146 -0.067324006
## demo$ethnicity9 0.14138450 0.12888647 0.048681296 -0.07601373 0.089824100
## 151 152 153 154 155
## (Intercept) 0.18846510 0.22205825 0.19369002 0.19673347 0.19745326
## demo$ethnicity1 0.22905124 0.23435200 0.21388574 0.18812135 0.22916881
## demo$ethnicity2 -0.03905046 -0.03780219 -0.05678526 -0.05615659 -0.05091244
## demo$ethnicity3 -0.11869766 -0.18039159 -0.05083288 -0.01724629 -0.10654417
## demo$ethnicity4 -0.07555947 -0.10891590 -0.08889981 -0.04576530 -0.09519157
## demo$ethnicity5 -0.08409394 -0.13676495 -0.06982905 -0.03301722 -0.09290451
## demo$ethnicity6 -0.05298388 -0.05145880 -0.06101717 -0.04689114 -0.05594328
## demo$ethnicity7 0.10185748 0.16683064 0.07297665 -0.01154828 0.11504674
## demo$ethnicity8 -0.03416910 0.02051700 -0.02765284 -0.05202328 -0.01977198
## demo$ethnicity9 0.13653490 0.16683064 0.13643819 0.12072685 0.14682441
## 156 157 158 159 160
## (Intercept) 0.22205825 0.22205825 0.22205825 0.17352308 0.18923346
## demo$ethnicity1 0.23435200 0.23435200 0.23435200 0.23405268 0.19548934
## demo$ethnicity2 -0.03780219 -0.03780219 -0.03780219 -0.04911832 -0.04911897
## demo$ethnicity3 -0.18039159 -0.18039159 -0.18039159 -0.07828499 -0.03923346
## demo$ethnicity4 -0.10891590 -0.10891590 -0.10891590 -0.09117485 -0.05038626
## demo$ethnicity5 -0.13676495 -0.13676495 -0.13676495 -0.07750158 -0.04171952
## demo$ethnicity6 -0.05145880 -0.05145880 -0.05145880 -0.05609196 -0.05395798
## demo$ethnicity7 0.16683064 0.16683064 0.16683064 0.09314359 0.02505225
## demo$ethnicity8 0.02051700 0.02051700 0.02051700 -0.04304778 -0.05625286
## demo$ethnicity9 0.16683064 0.16683064 0.16683064 0.13096410 0.12403435
## 161 162 163 164 165
## (Intercept) 0.17626000 0.17111353 0.207936573 0.18680915 0.22205825
## demo$ethnicity1 0.23131576 0.24640281 0.234759695 0.21081688 0.23435200
## demo$ethnicity2 -0.05185523 -0.04721568 -0.041726717 -0.06184618 -0.03780219
## demo$ethnicity3 -0.08102190 -0.10134609 -0.120980051 -0.03680915 -0.18039159
## demo$ethnicity4 -0.08205780 -0.09163888 -0.107262904 -0.07336915 -0.10891590
## demo$ethnicity5 -0.08023850 -0.09526234 -0.121054732 -0.05363213 -0.13676495
## demo$ethnicity6 -0.05966982 -0.05686771 -0.056748386 -0.05077644 -0.05145880
## demo$ethnicity7 0.09040667 0.11920905 0.145004603 0.02747656 0.16683064
## demo$ethnicity8 -0.02824083 -0.03391155 -0.004227004 -0.03425183 0.02051700
## demo$ethnicity9 0.12822718 0.12888647 0.148375719 0.12645866 0.16683064
## 166 167 168 169 170
## (Intercept) 0.19430081 0.189145013 0.17998332 0.215004174 0.18525667
## demo$ethnicity1 0.24068737 0.245843167 0.24663875 0.234812485 0.24136541
## demo$ethnicity2 -0.04901318 -0.043857375 -0.04480614 -0.039522918 -0.05007949
## demo$ethnicity3 -0.12763415 -0.166922791 -0.13452878 -0.151174387 -0.09434758
## demo$ethnicity4 -0.09539675 -0.089903906 -0.09287837 -0.107877527 -0.09850445
## demo$ethnicity5 -0.10929321 -0.109080560 -0.10194292 -0.126491043 -0.10216054
## demo$ethnicity6 -0.05656845 -0.054508623 -0.05676776 -0.056551519 -0.05886146
## demo$ethnicity7 0.13903252 0.144188320 0.13251668 0.156424397 0.12724333
## demo$ethnicity8 -0.01157724 -0.006421436 -0.01939606 0.008629465 -0.02466941
## demo$ethnicity9 0.14432352 0.149479325 0.13990411 0.158036578 0.13463076
## 171 172 173 174 175
## (Intercept) 0.18680915 0.235616353 0.213641884 0.17626000 0.284652038
## demo$ethnicity1 0.21081688 0.116430430 0.155550328 0.23131576 0.034395581
## demo$ethnicity2 -0.06184618 -0.039819644 -0.056164406 -0.05185523 -0.004050918
## demo$ethnicity3 -0.03680915 0.042161425 0.029601360 -0.08102190 0.109287356
## demo$ethnicity4 -0.07336915 -0.019799880 -0.018131747 -0.08205780 0.043111006
## demo$ethnicity5 -0.05363213 0.007183881 0.001759602 -0.08023850 0.068685961
## demo$ethnicity6 -0.05077644 -0.028743065 -0.034656751 -0.05966982 0.002585276
## demo$ethnicity7 0.02747656 -0.068949687 -0.093641884 0.09040667 -0.237032990
## demo$ethnicity8 -0.03425183 -0.075874652 -0.065914611 -0.02824083 -0.085965667
## demo$ethnicity9 0.12645866 0.092666475 0.111435516 0.12822718 0.048681296
## 176 177 178 179 180
## (Intercept) 0.218718147 0.284652038 0.284652038 0.194700190 0.17111353
## demo$ethnicity1 0.138178405 0.034395581 0.034395581 0.190154630 0.24640281
## demo$ethnicity2 -0.026405013 -0.004050918 -0.004050918 -0.054123315 -0.04721568
## demo$ethnicity3 -0.008191831 0.109287356 0.109287356 -0.015213010 -0.10134609
## demo$ethnicity4 -0.057580126 0.043111006 0.043111006 -0.051196802 -0.09163888
## demo$ethnicity5 -0.016217439 0.068685961 0.068685961 -0.029925744 -0.09526234
## demo$ethnicity6 -0.043019276 0.002585276 0.002585276 -0.041450520 -0.05686771
## demo$ethnicity7 0.012051084 -0.237032990 -0.237032990 -0.009515005 0.11920905
## demo$ethnicity8 -0.062330743 -0.085965667 -0.085965667 -0.069597841 -0.03391155
## demo$ethnicity9 0.102710425 0.048681296 0.048681296 0.122760128 0.12888647
## 181 182 183 184 185
## (Intercept) 0.20956859 0.17899870 0.214594918 0.234607028 0.21048110
## demo$ethnicity1 0.24024807 0.24069826 0.235221742 0.148870897 0.23933556
## demo$ethnicity2 -0.04472563 -0.05459394 -0.038640848 -0.040462884 -0.03499984
## demo$ethnicity3 -0.18829200 -0.08376061 -0.150765131 0.008636215 -0.18920451
## demo$ethnicity4 -0.09771381 -0.08462968 -0.112299188 -0.038034898 -0.10314860
## demo$ethnicity5 -0.12599373 -0.08882516 -0.130917272 -0.028344552 -0.13153587
## demo$ethnicity6 -0.05122250 -0.04932654 -0.053575030 -0.032518831 -0.04957747
## demo$ethnicity7 0.16185998 0.08766796 0.156833654 -0.034607028 0.16094747
## demo$ethnicity8 0.01406505 -0.03097954 0.009038722 -0.045213089 0.01315254
## demo$ethnicity9 0.16347216 0.12548847 0.158445834 0.090470371 0.16255965
## 186 187 188 189 190
## (Intercept) 0.192234702 0.19483084 0.271775893 0.214594918 0.22205825
## demo$ethnicity1 0.192620118 0.24015734 0.071001885 0.235221742 0.23435200
## demo$ethnicity2 -0.067282827 -0.03791529 -0.059119303 -0.038640848 -0.03780219
## demo$ethnicity3 -0.012747522 -0.12816417 0.081165283 -0.150765131 -0.18039159
## demo$ethnicity4 -0.055465321 -0.10569074 0.030392873 -0.112299188 -0.10891590
## demo$ethnicity5 -0.034867663 -0.11970988 0.048370128 -0.130917272 -0.13676495
## demo$ethnicity6 -0.046313944 -0.05173981 -0.005585067 -0.053575030 -0.05145880
## demo$ethnicity7 -0.007049516 0.13850249 -0.180866802 0.156833654 0.16683064
## demo$ethnicity8 -0.047524510 -0.01210726 -0.054808187 0.009038722 0.02051700
## demo$ethnicity9 0.125225616 0.14379350 0.060885397 0.158445834 0.16683064
## 191 192 193 194 195
## (Intercept) 0.19411715 0.17111353 0.22205825 0.20956859 0.17111353
## demo$ethnicity1 0.20350888 0.24640281 0.23435200 0.24024807 0.24640281
## demo$ethnicity2 -0.05400266 -0.04721568 -0.03780219 -0.04472563 -0.04721568
## demo$ethnicity3 -0.04411715 -0.10134609 -0.18039159 -0.18829200 -0.10134609
## demo$ethnicity4 -0.04786254 -0.09163888 -0.10891590 -0.09771381 -0.09163888
## demo$ethnicity5 -0.05377167 -0.09526234 -0.13676495 -0.12599373 -0.09526234
## demo$ethnicity6 -0.04830189 -0.05686771 -0.05145880 -0.05122250 -0.05686771
## demo$ethnicity7 0.02016856 0.11920905 0.16683064 0.16185998 0.11920905
## demo$ethnicity8 -0.04208893 -0.03391155 0.02051700 0.01406505 -0.03391155
## demo$ethnicity9 0.11915066 0.12888647 0.16683064 0.16347216 0.12888647
## 196 197 198 199 200
## (Intercept) 0.19344284 0.201959668 0.24476768 0.17631057 0.22205825
## demo$ethnicity1 0.24154534 0.240736599 0.10333065 0.23126519 0.23435200
## demo$ethnicity2 -0.04763841 -0.046619378 -0.02969145 -0.05190580 -0.03780219
## demo$ethnicity3 -0.12677617 -0.158481407 0.06951804 -0.08107247 -0.18039159
## demo$ethnicity4 -0.09947704 -0.096347728 0.01667689 -0.07593553 -0.10891590
## demo$ethnicity5 -0.10843524 -0.115185181 0.04407108 -0.07940302 -0.13676495
## demo$ethnicity6 -0.05867913 -0.056402451 -0.01253530 -0.05317940 -0.05145880
## demo$ethnicity7 0.13989049 0.150981508 -0.20128942 0.09035610 0.16683064
## demo$ethnicity8 -0.01071926 0.001749901 -0.07252916 -0.04630942 0.02051700
## demo$ethnicity9 0.14518150 0.154352624 0.08611468 0.12817661 0.16683064
## 201 202 203 204 205
## (Intercept) 0.17111353 0.22205825 0.19344284 0.207096988 0.20016940
## demo$ethnicity1 0.24640281 0.23435200 0.24154534 0.235599280 0.17052026
## demo$ethnicity2 -0.04721568 -0.03780219 -0.04763841 -0.040393061 -0.05934510
## demo$ethnicity3 -0.10134609 -0.18039159 -0.12677617 -0.120140466 0.01035692
## demo$ethnicity4 -0.09163888 -0.10891590 -0.09947704 -0.111254237 -0.03882094
## demo$ethnicity5 -0.09526234 -0.13676495 -0.10843524 -0.120215147 -0.01074058
## demo$ethnicity6 -0.05686771 -0.05145880 -0.05867913 -0.058803793 -0.04373931
## demo$ethnicity7 0.11920905 0.16683064 0.13989049 0.145844188 -0.04632324
## demo$ethnicity8 -0.03391155 0.02051700 -0.01071926 -0.003387419 -0.06398401
## demo$ethnicity9 0.12888647 0.16683064 0.14518150 0.149215304 0.12125917
## 206 207 208 209 210
## (Intercept) 0.489871675 0.18154445 0.213171061 0.17998332 0.17626000
## demo$ethnicity1 -0.261801500 0.21514413 0.229525206 0.24663875 0.23131576
## demo$ethnicity2 0.049391145 -0.05677516 -0.046467134 -0.04480614 -0.05185523
## demo$ethnicity3 0.152985467 -0.05959323 -0.169692800 -0.13452878 -0.08102190
## demo$ethnicity4 0.104368345 -0.06557568 -0.097677698 -0.09287837 -0.08205780
## demo$ethnicity5 0.123098104 -0.06344212 -0.110876291 -0.10194292 -0.08023850
## demo$ethnicity6 0.058625511 -0.05588975 -0.050614537 -0.05676776 -0.05966982
## demo$ethnicity7 -0.114871675 0.05983486 0.139770115 0.13251668 0.09040667
## demo$ethnicity8 0.004089677 -0.04076081 0.006798671 -0.01939606 -0.02824083
## demo$ethnicity9 -0.189871675 0.12738004 0.166397045 0.13990411 0.12822718
## 211 212 213 214 215
## (Intercept) 0.17111353 0.17850554 0.19430081 0.22205825 0.17867984
## demo$ethnicity1 0.24640281 0.22907022 0.24068737 0.23435200 0.21800874
## demo$ethnicity2 -0.04721568 -0.03981506 -0.04901318 -0.03780219 -0.05391055
## demo$ethnicity3 -0.10134609 -0.08326744 -0.12763415 -0.18039159 -0.05672862
## demo$ethnicity4 -0.09163888 -0.07813050 -0.09539675 -0.10891590 -0.08123912
## demo$ethnicity5 -0.09526234 -0.07575003 -0.10929321 -0.13676495 -0.06151595
## demo$ethnicity6 -0.05686771 -0.05521131 -0.05656845 -0.05145880 -0.05886541
## demo$ethnicity7 0.11920905 0.08816113 0.13903252 0.16683064 0.06269947
## demo$ethnicity8 -0.03391155 -0.04850439 -0.01157724 0.02051700 -0.03739569
## demo$ethnicity9 0.12888647 0.12598164 0.14432352 0.16683064 0.13024465
## 216 217 218 219 220
## (Intercept) 0.44296733 0.17899870 0.17111353 0.19174585 0.201959668
## demo$ethnicity1 -0.18584123 0.24069826 0.24640281 0.23487623 0.240736599
## demo$ethnicity2 0.02963906 -0.05459394 -0.04721568 -0.04466390 -0.046619378
## demo$ethnicity3 0.14323957 -0.08376061 -0.10134609 -0.14629130 -0.158481407
## demo$ethnicity4 0.08956336 -0.08462968 -0.09163888 -0.09429938 -0.096347728
## demo$ethnicity5 0.11025461 -0.08882516 -0.09526234 -0.09742637 -0.115185181
## demo$ethnicity6 0.04832504 -0.04932654 -0.05686771 -0.05066767 -0.056402451
## demo$ethnicity7 -0.14884968 0.08766796 0.11920905 0.12075415 0.150981508
## demo$ethnicity8 -0.01963399 -0.03097954 -0.03391155 -0.01406457 0.001749901
## demo$ethnicity9 -0.12828201 0.12548847 0.12888647 0.15253183 0.154352624
## 221 222 223 224 225
## (Intercept) 0.194631009 0.22205825 0.22205825 0.39801942 0.2543792072
## demo$ethnicity1 0.190223811 0.23435200 0.23435200 -0.11885275 0.0937191174
## demo$ethnicity2 -0.054054134 -0.03780219 -0.03780219 0.01369556 -0.0175638486
## demo$ethnicity3 -0.015143830 -0.18039159 -0.18039159 0.13531392 0.0599065071
## demo$ethnicity4 -0.057861628 -0.10891590 -0.10891590 0.07749913 -0.0005974779
## demo$ethnicity5 -0.030914764 -0.13676495 -0.13676495 0.09979970 0.0259125403
## demo$ethnicity6 -0.048518018 -0.05145880 -0.05145880 0.03267863 -0.0179451499
## demo$ethnicity7 -0.009445824 0.16683064 0.16683064 -0.17579719 -0.1239444245
## demo$ethnicity8 -0.049920817 0.02051700 0.02051700 -0.03868307 -0.0821406930
## demo$ethnicity9 0.122829308 0.16683064 0.16683064 -0.07394534 0.0765031458
## 226 227 228 229 230
## (Intercept) 0.17352308 0.207096988 0.188719534 0.207096988 0.201959668
## demo$ethnicity1 0.23405268 0.235599280 0.246268646 0.235599280 0.240736599
## demo$ethnicity2 -0.04911832 -0.040393061 -0.042915100 -0.040393061 -0.046619378
## demo$ethnicity3 -0.07828499 -0.120140466 -0.166497312 -0.120140466 -0.158481407
## demo$ethnicity4 -0.09117485 -0.111254237 -0.094528932 -0.111254237 -0.096347728
## demo$ethnicity5 -0.07750158 -0.120215147 -0.113710806 -0.120215147 -0.115185181
## demo$ethnicity6 -0.05609196 -0.058803793 -0.051398275 -0.058803793 -0.056402451
## demo$ethnicity7 0.09314359 0.145844188 0.144613800 0.145844188 0.150981508
## demo$ethnicity8 -0.04304778 -0.003387419 -0.005995957 -0.003387419 0.001749901
## demo$ethnicity9 0.13096410 0.149215304 0.149904805 0.149215304 0.154352624
## 231 232 233 234 235
## (Intercept) 0.268621234 0.197338647 0.219842484 0.19183175 0.284652038
## demo$ethnicity1 0.058156543 0.245357621 0.150847171 0.22568459 0.034395581
## demo$ethnicity2 -0.010510099 -0.041998356 -0.027529350 -0.04411087 -0.004050918
## demo$ethnicity3 0.084319942 -0.197338647 -0.009316168 -0.07555268 0.109287356
## demo$ethnicity4 0.016351765 -0.091511687 -0.050767956 -0.08938508 0.043111006
## demo$ethnicity5 0.051524787 -0.120342796 -0.025004611 -0.09303555 0.068685961
## demo$ethnicity6 -0.005161419 -0.049278300 -0.044143614 -0.05356415 0.002585276
## demo$ethnicity7 -0.177712144 0.155602530 0.010926747 0.09849083 -0.237032990
## demo$ethnicity8 -0.083399560 0.006370923 -0.063455080 -0.03753575 -0.085965667
## demo$ethnicity9 0.064040056 0.158973646 0.101586088 0.13316825 0.048681296
## 236 237 238 239 240
## (Intercept) 0.17111353 0.17111353 0.18975530 0.17867984 0.19117100
## demo$ethnicity1 0.24640281 0.24640281 0.20787073 0.21800874 0.20645503
## demo$ethnicity2 -0.04721568 -0.04721568 -0.06479233 -0.05391055 -0.05105651
## demo$ethnicity3 -0.10134609 -0.10134609 -0.03975530 -0.05672862 -0.04117100
## demo$ethnicity4 -0.09163888 -0.09163888 -0.05725731 -0.08123912 -0.06397438
## demo$ethnicity5 -0.09526234 -0.09526234 -0.05558266 -0.06151595 -0.05182113
## demo$ethnicity6 -0.05686771 -0.05686771 -0.04773511 -0.05886541 -0.05134322
## demo$ethnicity7 0.11920905 0.11920905 0.02453041 0.06269947 0.02311471
## demo$ethnicity8 -0.03391155 -0.03391155 -0.03772709 -0.03739569 -0.03861368
## demo$ethnicity9 0.12888647 0.12888647 0.12351251 0.13024465 0.12209681
## 241 242 243 244 245
## (Intercept) 0.17111353 0.19798724 0.19483084 0.22205825 0.284652038
## demo$ethnicity1 0.24640281 0.18673556 0.24015734 0.23435200 0.034395581
## demo$ethnicity2 -0.04721568 -0.04001561 -0.03791529 -0.03780219 -0.004050918
## demo$ethnicity3 -0.10134609 -0.04798724 -0.12816417 -0.18039159 0.109287356
## demo$ethnicity4 -0.09163888 -0.08473398 -0.10569074 -0.10891590 0.043111006
## demo$ethnicity5 -0.09526234 -0.05863738 -0.11970988 -0.13676495 0.068685961
## demo$ethnicity6 -0.05686771 -0.05459440 -0.05173981 -0.05145880 0.002585276
## demo$ethnicity7 0.11920905 0.08772704 0.13850249 0.16683064 -0.237032990
## demo$ethnicity8 -0.03391155 -0.04542992 -0.01210726 0.02051700 -0.085965667
## demo$ethnicity9 0.12888647 0.11528057 0.14379350 0.16683064 0.048681296
## 246 247 248 249 250
## (Intercept) 0.221304065 0.17626000 0.201959668 0.17111353 0.22205825
## demo$ethnicity1 0.133602432 0.23131576 0.240736599 0.24640281 0.23435200
## demo$ethnicity2 -0.043826587 -0.05185523 -0.046619378 -0.04721568 -0.03780219
## demo$ethnicity3 0.021939179 -0.08102190 -0.158481407 -0.10134609 -0.18039159
## demo$ethnicity4 -0.041192840 -0.08205780 -0.096347728 -0.09163888 -0.10891590
## demo$ethnicity5 -0.005902579 -0.08023850 -0.115185181 -0.09526234 -0.13676495
## demo$ethnicity6 -0.038397363 -0.05966982 -0.056402451 -0.05686771 -0.05145880
## demo$ethnicity7 -0.021304065 0.09040667 0.150981508 0.11920905 0.16683064
## demo$ethnicity8 -0.073576792 -0.02824083 0.001749901 -0.03391155 0.02051700
## demo$ethnicity9 0.103773335 0.12822718 0.154352624 0.12888647 0.16683064
## 251 252 253 254 255
## (Intercept) 0.17626000 0.18868133 0.2109641040 0.17998332 0.17352308
## demo$ethnicity1 0.23131576 0.21889442 0.1735186546 0.24663875 0.23405268
## demo$ethnicity2 -0.05185523 -0.05177657 -0.0540107715 -0.04480614 -0.04911832
## demo$ethnicity3 -0.08102190 -0.09344324 -0.0004377882 -0.13452878 -0.07828499
## demo$ethnicity4 -0.08205780 -0.07745974 -0.0214647390 -0.09287837 -0.09117485
## demo$ethnicity5 -0.08023850 -0.07465782 -0.0215352914 -0.10194292 -0.07750158
## demo$ethnicity6 -0.05966982 -0.04673151 -0.0368120962 -0.05676776 -0.05609196
## demo$ethnicity7 0.09040667 0.07798533 -0.0571179501 0.13251668 0.09314359
## demo$ethnicity8 -0.02824083 -0.04066217 -0.0551708776 -0.01939606 -0.04304778
## demo$ethnicity9 0.12822718 0.14144687 0.1104644674 0.13990411 0.13096410
## 256 257 258 259 260
## (Intercept) 0.18634965 0.18525667 0.18086052 0.19955414 0.19483084
## demo$ethnicity1 0.19837316 0.24136541 0.24576156 0.23543404 0.24015734
## demo$ethnicity2 -0.04623516 -0.05007949 -0.04622446 -0.04263860 -0.03791529
## demo$ethnicity3 -0.03634965 -0.09434758 -0.13540597 -0.08844303 -0.12816417
## demo$ethnicity4 -0.06002449 -0.09850445 -0.08870506 -0.11063885 -0.10569074
## demo$ethnicity5 -0.03883570 -0.10216054 -0.10282011 -0.11443431 -0.11970988
## demo$ethnicity6 -0.05013524 -0.05886146 -0.05459877 -0.05902066 -0.05173981
## demo$ethnicity7 0.02793607 0.12724333 0.13163948 0.13377919 0.13850249
## demo$ethnicity8 -0.07188757 -0.02466941 -0.02027326 -0.01683057 -0.01210726
## demo$ethnicity9 0.12691817 0.13463076 0.13902691 0.13907019 0.14379350
## 261 262 263 264 265
## (Intercept) 0.17111353 0.19169722 0.18396210 0.489871675 0.489871675
## demo$ethnicity1 0.24640281 0.17982427 0.20076071 -0.261801500 -0.261801500
## demo$ethnicity2 -0.04721568 -0.05112034 -0.05899912 0.049391145 0.049391145
## demo$ethnicity3 -0.10134609 -0.01221004 -0.03396210 0.152985467 0.152985467
## demo$ethnicity4 -0.09163888 -0.04839189 -0.06417289 0.104368345 0.104368345
## demo$ethnicity5 -0.09526234 -0.02057356 -0.04361661 0.123098104 0.123098104
## demo$ethnicity6 -0.05686771 -0.05272090 -0.05485579 0.058625511 0.058625511
## demo$ethnicity7 0.11920905 -0.00651203 0.03032362 -0.114871675 -0.114871675
## demo$ethnicity8 -0.03391155 -0.06659487 -0.05045240 0.004089677 0.004089677
## demo$ethnicity9 0.12888647 0.12576310 0.12930572 -0.189871675 -0.189871675
## 266 267 268 269 270
## (Intercept) 0.22205825 0.20016940 0.201542454 0.22039660 0.17111353
## demo$ethnicity1 0.23435200 0.17052026 0.241153813 0.16408616 0.24640281
## demo$ethnicity2 -0.03780219 -0.05934510 -0.045708093 -0.04421249 -0.04721568
## demo$ethnicity3 -0.18039159 0.01035692 -0.158064193 -0.00987028 -0.10134609
## demo$ethnicity4 -0.10891590 -0.03882094 -0.100868786 -0.05805607 -0.09163888
## demo$ethnicity5 -0.13676495 -0.01074058 -0.119711118 -0.03975751 -0.09526234
## demo$ethnicity6 -0.05145880 -0.04373931 -0.053360509 -0.03754131 -0.05686771
## demo$ethnicity7 0.16683064 -0.04632324 0.151398722 0.01037263 0.11920905
## demo$ethnicity8 0.02051700 -0.06398401 0.002167115 -0.04380717 -0.03391155
## demo$ethnicity9 0.16683064 0.12125917 0.154769838 0.10103198 0.12888647
## 271 272 273 274 275
## (Intercept) 0.17111353 0.17111353 0.19901348 0.19966431 0.19117100
## demo$ethnicity1 0.24640281 0.24640281 0.20856228 0.22695777 0.20645503
## demo$ethnicity2 -0.04721568 -0.04721568 -0.03353729 -0.05258236 -0.05105651
## demo$ethnicity3 -0.10134609 -0.10134609 -0.10377539 -0.10875522 -0.04117100
## demo$ethnicity4 -0.09163888 -0.09163888 -0.06963604 -0.08546906 -0.06397438
## demo$ethnicity5 -0.09526234 -0.09526234 -0.06698150 -0.09949546 -0.05182113
## demo$ethnicity6 -0.05686771 -0.05686771 -0.04719182 -0.04996780 -0.05134322
## demo$ethnicity7 0.11920905 0.11920905 0.06765318 0.11283569 0.02311471
## demo$ethnicity8 -0.03391155 -0.03391155 -0.03345046 -0.02241038 -0.03861368
## demo$ethnicity9 0.12888647 0.12888647 0.13111472 0.14461337 0.12209681
## 276 277 278 279 280
## (Intercept) 0.18846510 0.17111353 0.189577509 0.17998332 0.284652038
## demo$ethnicity1 0.22905124 0.24640281 0.245410671 0.24663875 0.034395581
## demo$ethnicity2 -0.03905046 -0.04721568 -0.044289871 -0.04480614 -0.004050918
## demo$ethnicity3 -0.11869766 -0.10134609 -0.167355287 -0.13452878 0.109287356
## demo$ethnicity4 -0.07555947 -0.09163888 -0.090448635 -0.09287837 0.043111006
## demo$ethnicity5 -0.08409394 -0.09526234 -0.114568781 -0.10194292 0.068685961
## demo$ethnicity6 -0.05298388 -0.05686771 -0.049287599 -0.05676776 0.002585276
## demo$ethnicity7 0.10185748 0.11920905 0.143755825 0.13251668 -0.237032990
## demo$ethnicity8 -0.03416910 -0.03391155 -0.006853932 -0.01939606 -0.085965667
## demo$ethnicity9 0.13653490 0.12888647 0.149046830 0.13990411 0.048681296
## 281 282 283 284 285
## (Intercept) 0.17111353 0.201959668 0.20016940 0.19657607 0.22205825
## demo$ethnicity1 0.24640281 0.240736599 0.17052026 0.23004601 0.23435200
## demo$ethnicity2 -0.04721568 -0.046619378 -0.05934510 -0.04949412 -0.03780219
## demo$ethnicity3 -0.10134609 -0.158481407 0.01035692 -0.10566698 -0.18039159
## demo$ethnicity4 -0.09163888 -0.096347728 -0.03882094 -0.09936488 -0.10891590
## demo$ethnicity5 -0.09526234 -0.115185181 -0.01074058 -0.09202731 -0.13676495
## demo$ethnicity6 -0.05686771 -0.056402451 -0.04373931 -0.05811227 -0.05145880
## demo$ethnicity7 0.11920905 0.150981508 -0.04632324 0.11592393 0.16683064
## demo$ethnicity8 -0.03391155 0.001749901 -0.06398401 -0.01889479 0.02051700
## demo$ethnicity9 0.12888647 0.154352624 0.12125917 0.14770161 0.16683064
## 286 287 288 289 290
## (Intercept) 0.19967402 0.18975530 0.18086052 0.19208052 0.21013909
## demo$ethnicity1 0.19851413 0.20787073 0.24576156 0.20554551 0.20138240
## demo$ethnicity2 -0.05909715 -0.06479233 -0.04622446 -0.05196603 -0.05393721
## demo$ethnicity3 -0.02018684 -0.03975530 -0.13540597 -0.04208052 -0.03065191
## demo$ethnicity4 -0.05524181 -0.05725731 -0.08870506 -0.05958252 -0.03842488
## demo$ethnicity5 -0.04336519 -0.05558266 -0.10282011 -0.05173503 -0.05383025
## demo$ethnicity6 -0.04661659 -0.04773511 -0.05459877 -0.04987863 -0.03988121
## demo$ethnicity7 -0.01448884 0.02453041 0.13163948 0.02220520 -0.02495390
## demo$ethnicity8 -0.03535599 -0.03772709 -0.02027326 -0.04005230 -0.02677343
## demo$ethnicity9 0.11778629 0.12351251 0.13902691 0.12118730 0.10732123
## 291 292 293 294 295
## (Intercept) 0.22205825 0.19344284 0.22205825 0.18154445 0.17111353
## demo$ethnicity1 0.23435200 0.24154534 0.23435200 0.21514413 0.24640281
## demo$ethnicity2 -0.03780219 -0.04763841 -0.03780219 -0.05677516 -0.04721568
## demo$ethnicity3 -0.18039159 -0.12677617 -0.18039159 -0.05959323 -0.10134609
## demo$ethnicity4 -0.10891590 -0.09947704 -0.10891590 -0.06557568 -0.09163888
## demo$ethnicity5 -0.13676495 -0.10843524 -0.13676495 -0.06344212 -0.09526234
## demo$ethnicity6 -0.05145880 -0.05867913 -0.05145880 -0.05588975 -0.05686771
## demo$ethnicity7 0.16683064 0.13989049 0.16683064 0.05983486 0.11920905
## demo$ethnicity8 0.02051700 -0.01071926 0.02051700 -0.04076081 -0.03391155
## demo$ethnicity9 0.16683064 0.14518150 0.16683064 0.12738004 0.12888647
## 296 297 298 299 300
## (Intercept) 0.2185950794 0.21048110 0.35899004 0.20269977 0.22205825
## demo$ethnicity1 0.2241011883 0.23933556 -0.06295274 0.19548839 0.23435200
## demo$ethnicity2 -0.0282010744 -0.03499984 0.02316948 -0.06212289 -0.03780219
## demo$ethnicity3 -0.1751168185 -0.18920451 0.12488093 -0.02321259 -0.18039159
## demo$ethnicity4 -0.0914509999 -0.10314860 0.06368586 -0.03864839 -0.10891590
## demo$ethnicity5 -0.1150224359 -0.13153587 0.08730537 -0.04533273 -0.13676495
## demo$ethnicity6 -0.0480906848 -0.04957747 0.01604337 -0.03957857 -0.05145880
## demo$ethnicity7 0.1343460971 0.16094747 -0.20109530 -0.01751458 0.16683064
## demo$ethnicity8 0.0009875061 0.01315254 -0.05794540 -0.03894196 0.02051700
## demo$ethnicity9 0.1609730269 0.16255965 -0.02931971 0.11476055 0.16683064
## 301 302 303 304 305
## (Intercept) 0.22205825 0.20401043 0.17850554 0.205348655 0.20238817
## demo$ethnicity1 0.23435200 0.18084439 0.22907022 0.229639525 0.21512817
## demo$ethnicity2 -0.03780219 -0.04780855 -0.03981506 -0.048433110 -0.05410008
## demo$ethnicity3 -0.18039159 -0.02452325 -0.08326744 -0.138681988 -0.08610910
## demo$ethnicity4 -0.10891590 -0.04762188 -0.07813050 -0.096226124 -0.09031500
## demo$ethnicity5 -0.13676495 -0.03288677 -0.07575003 -0.099394712 -0.07739539
## demo$ethnicity6 -0.05145880 -0.04069699 -0.05521131 -0.055849573 -0.06089929
## demo$ethnicity7 0.16683064 -0.01882524 0.08816113 0.127984679 0.08793441
## demo$ethnicity8 0.02051700 -0.04025262 -0.04850439 -0.005958411 -0.01300446
## demo$ethnicity9 0.16683064 0.11344989 0.12598164 0.157085208 0.14761183
## 306 307 308 309 310
## (Intercept) 0.19344284 0.19430081 0.320484353 0.221572790 0.259880483
## demo$ethnicity1 0.24154534 0.24068737 -0.011459874 0.161905135 0.082897295
## demo$ethnicity2 -0.04763841 -0.04901318 0.008890647 -0.047428646 -0.024496620
## demo$ethnicity3 -0.12677617 -0.12763415 0.117015647 0.021670453 0.093060694
## demo$ethnicity4 -0.09947704 -0.09539675 0.053068448 -0.017832201 0.042288284
## demo$ethnicity5 -0.10843524 -0.10929321 0.077766067 -0.007373806 0.060265538
## demo$ethnicity6 -0.05867913 -0.05656845 0.007916034 -0.034989618 -0.005483848
## demo$ethnicity7 0.13989049 0.13903252 -0.220484353 -0.101572790 -0.259880483
## demo$ethnicity8 -0.01071926 -0.01157724 -0.072781764 -0.053012184 -0.074658808
## demo$ethnicity9 0.14518150 0.14432352 0.012027962 0.103504609 0.072780807
## 311 312
## (Intercept) 0.18385882 0.17867984
## demo$ethnicity1 0.21282975 0.21800874
## demo$ethnicity2 -0.04438366 -0.05391055
## demo$ethnicity3 -0.06190760 -0.05672862
## demo$ethnicity4 -0.06154084 -0.08123912
## demo$ethnicity5 -0.05881205 -0.06151595
## demo$ethnicity6 -0.05130394 -0.05886541
## demo$ethnicity7 0.05752049 0.06269947
## demo$ethnicity8 -0.06159370 -0.03739569
## demo$ethnicity9 0.12506566 0.13024465
##
## $f.perms
## [,1]
## [1,] 0.9487622
## [2,] 0.8822961
## [3,] 0.5242963
## [4,] 0.7920944
## [5,] 1.3476063
## [6,] 0.9467426
## [7,] 1.9018943
## [8,] 0.5481069
## [9,] 1.7946182
## [10,] 0.8798335
## [11,] 0.6431844
## [12,] 0.7721436
## [13,] 0.8497811
## [14,] 0.8444532
## [15,] 1.0757831
## [16,] 2.5331543
## [17,] 0.8293975
## [18,] 0.6972986
## [19,] 0.9545055
## [20,] 0.5297313
## [21,] 0.4028227
## [22,] 0.9319735
## [23,] 0.8627378
## [24,] 0.6586939
## [25,] 0.8231304
## [26,] 0.5803396
## [27,] 0.9232775
## [28,] 1.5805122
## [29,] 1.2793119
## [30,] 1.1136409
## [31,] 0.4544047
## [32,] 0.5913506
## [33,] 1.6540282
## [34,] 0.2576550
## [35,] 1.0907559
## [36,] 2.2004523
## [37,] 2.2568129
## [38,] 1.2030782
## [39,] 0.6254016
## [40,] 1.0577639
## [41,] 2.0927228
## [42,] 0.6738621
## [43,] 1.1220427
## [44,] 0.8659793
## [45,] 0.7280883
## [46,] 0.9525071
## [47,] 1.6028947
## [48,] 1.1371401
## [49,] 0.7611085
## [50,] 0.9201476
## [51,] 1.8578675
## [52,] 0.8893131
## [53,] 0.6455057
## [54,] 0.9674006
## [55,] 1.0218453
## [56,] 1.4698214
## [57,] 1.6347292
## [58,] 0.5917149
## [59,] 0.6936351
## [60,] 0.7386836
## [61,] 0.7598696
## [62,] 0.4887916
## [63,] 0.8745412
## [64,] 0.9850402
## [65,] 1.7978274
## [66,] 0.9562893
## [67,] 0.7820315
## [68,] 0.8441274
## [69,] 1.0827828
## [70,] 0.7477960
## [71,] 1.6563438
## [72,] 0.9281368
## [73,] 1.7912433
## [74,] 1.3300235
## [75,] 1.4382183
## [76,] 0.7889230
## [77,] 1.1116345
## [78,] 1.5383267
## [79,] 0.4882672
## [80,] 1.0523073
## [81,] 1.5909310
## [82,] 1.3711615
## [83,] 0.3430448
## [84,] 0.7988915
## [85,] 0.4384822
## [86,] 0.8823869
## [87,] 0.7829617
## [88,] 1.2300854
## [89,] 0.6667346
## [90,] 0.5350232
## [91,] 1.0906352
## [92,] 0.4529629
## [93,] 2.5209874
## [94,] 0.9315124
## [95,] 1.9956466
## [96,] 0.3923519
## [97,] 3.0256344
## [98,] 0.5355828
## [99,] 0.7346485
## [100,] 0.8975948
## [101,] 1.2384928
## [102,] 0.9110375
## [103,] 0.6003389
## [104,] 2.9942694
## [105,] 0.7685175
## [106,] 0.5798167
## [107,] 1.4017475
## [108,] 0.8976404
## [109,] 0.4353100
## [110,] 1.3279042
## [111,] 1.6984343
## [112,] 0.3485683
## [113,] 1.1663942
## [114,] 0.7150716
## [115,] 0.8487380
## [116,] 1.0905501
## [117,] 1.3405552
## [118,] 0.2301953
## [119,] 0.6307725
## [120,] 1.6315056
## [121,] 0.3685560
## [122,] 2.0365164
## [123,] 1.3958543
## [124,] 1.1579833
## [125,] 1.5076535
## [126,] 0.7582033
## [127,] 0.4957830
## [128,] 0.8069425
## [129,] 0.7556363
## [130,] 0.4766704
## [131,] 0.6711263
## [132,] 0.5703281
## [133,] 1.6255299
## [134,] 1.9396398
## [135,] 1.1113525
## [136,] 0.3717112
## [137,] 0.9735396
## [138,] 1.1268044
## [139,] 1.0614591
## [140,] 0.5525638
## [141,] 0.9625135
## [142,] 1.1341757
## [143,] 2.0304410
## [144,] 1.8787154
## [145,] 1.6902936
## [146,] 1.0347179
## [147,] 0.9477263
## [148,] 0.4181255
## [149,] 1.2047741
## [150,] 0.9082108
## [151,] 1.2043003
## [152,] 1.0657927
## [153,] 0.5113803
## [154,] 0.5858968
## [155,] 0.4551907
## [156,] 1.2203110
## [157,] 0.6777731
## [158,] 1.2459364
## [159,] 1.0202144
## [160,] 0.6164189
## [161,] 0.8688073
## [162,] 0.3983040
## [163,] 0.5183681
## [164,] 0.6364586
## [165,] 0.2465902
## [166,] 0.8226842
## [167,] 1.0233411
## [168,] 0.5984459
## [169,] 0.8212503
## [170,] 1.1750757
## [171,] 0.7742284
## [172,] 1.9689051
## [173,] 1.0369984
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## [996,] 1.2638496
## [997,] 0.8210622
## [998,] 1.2568327
## [999,] 0.8483092
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
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## demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1 1 0 0 0
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## 255 0 0 0 1
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## 264 0 0 0 0
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## 273 -1 -1 -1 -1
## 274 -1 -1 -1 -1
## 275 -1 -1 -1 -1
## 276 -1 -1 -1 -1
## 277 -1 -1 -1 -1
## 278 -1 -1 -1 -1
## 279 -1 -1 -1 -1
## 280 -1 -1 -1 -1
## 281 -1 -1 -1 -1
## 282 -1 -1 -1 -1
## 283 -1 -1 -1 -1
## 284 -1 -1 -1 -1
## 285 -1 -1 -1 -1
## 286 -1 -1 -1 -1
## 287 -1 -1 -1 -1
## 288 0 0 0 0
## 289 -1 -1 -1 -1
## 290 0 1 0 0
## 291 0 0 0 0
## 292 -1 -1 -1 -1
## 293 -1 -1 -1 -1
## 294 -1 -1 -1 -1
## 295 -1 -1 -1 -1
## 296 -1 -1 -1 -1
## 297 -1 -1 -1 -1
## 298 -1 -1 -1 -1
## 299 -1 -1 -1 -1
## 300 -1 -1 -1 -1
## 301 -1 -1 -1 -1
## 302 -1 -1 -1 -1
## 303 -1 -1 -1 -1
## 304 -1 -1 -1 -1
## 305 -1 -1 -1 -1
## 306 -1 -1 -1 -1
## 307 -1 -1 -1 -1
## 308 -1 -1 -1 -1
## 309 -1 -1 -1 -1
## 310 0 0 1 0
## 311 -1 -1 -1 -1
## 312 -1 -1 -1 -1
## demo$ethnicity9
## 1 0
## 2 0
## 3 -1
## 4 -1
## 5 -1
## 6 -1
## 7 0
## 8 -1
## 9 -1
## 10 -1
## 11 -1
## 12 -1
## 13 -1
## 14 -1
## 15 -1
## 16 -1
## 17 0
## 18 -1
## 19 0
## 20 0
## 21 -1
## 22 -1
## 23 -1
## 24 0
## 25 -1
## 26 0
## 27 -1
## 28 -1
## 29 0
## 30 -1
## 31 -1
## 32 0
## 33 -1
## 34 0
## 35 0
## 36 -1
## 37 0
## 38 -1
## 39 -1
## 40 -1
## 41 0
## 42 0
## 43 -1
## 44 -1
## 45 -1
## 46 -1
## 47 0
## 48 -1
## 49 -1
## 50 -1
## 51 0
## 52 -1
## 53 -1
## 54 0
## 55 -1
## 56 -1
## 57 -1
## 58 -1
## 59 -1
## 60 -1
## 61 -1
## 62 -1
## 63 -1
## 64 -1
## 65 -1
## 66 0
## 67 -1
## 68 -1
## 69 -1
## 70 0
## 71 -1
## 72 -1
## 73 -1
## 74 -1
## 75 -1
## 76 -1
## 77 -1
## 78 -1
## 79 -1
## 80 -1
## 81 -1
## 82 -1
## 83 -1
## 84 -1
## 85 -1
## 86 0
## 87 -1
## 88 -1
## 89 -1
## 90 0
## 91 -1
## 92 -1
## 93 -1
## 94 -1
## 95 -1
## 96 -1
## 97 0
## 98 0
## 99 -1
## 100 -1
## 101 -1
## 102 -1
## 103 0
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## 105 -1
## 106 -1
## 107 -1
## 108 -1
## 109 0
## 110 -1
## 111 -1
## 112 -1
## 113 1
## 114 -1
## 115 -1
## 116 0
## 117 -1
## 118 -1
## 119 -1
## 120 -1
## 121 -1
## 122 -1
## 123 0
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## 129 0
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## 162 1
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## 226 -1
## 227 -1
## 228 -1
## 229 0
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## 233 -1
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## 235 0
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## 237 0
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## 239 -1
## 240 -1
## 241 -1
## 242 0
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## 244 0
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## 248 -1
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## 250 -1
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## 255 0
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## 264 1
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## 305 -1
## 306 -1
## 307 -1
## 308 -1
## 309 -1
## 310 0
## 311 -1
## 312 -1
##
## $terms
## sd ~ demo$ethnicity
## attr(,"variables")
## list(sd, demo$ethnicity)
## attr(,"factors")
## demo$ethnicity
## sd 0
## demo$ethnicity 1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Self-Determination
across ethnicity.
Self-Efficacy
Now, Self-Efficacy:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 0.8800 0.097777 4.2472 0.11235 0.002 **
## Residuals 302 6.9525 0.023022 0.88765
## Total 311 7.8325 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = se ~ demo$ethnicity)
##
## $coefficients
## self_determition_ave se1 se2 se3
## (Intercept) 3.3910770 3.54850178 3.4515357 3.3413860
## demo$ethnicity1 -1.2310770 -1.14850178 -1.0515357 -0.9413860
## demo$ethnicity2 0.1589230 0.45149822 0.5484643 0.4086140
## demo$ethnicity3 1.2089230 1.45149822 1.5484643 1.6586140
## demo$ethnicity4 0.6533675 0.11816489 0.6595754 0.7697251
## demo$ethnicity5 0.8755897 0.78483155 0.7706865 0.4363917
## demo$ethnicity6 0.2559819 0.03973352 0.3719937 0.1880257
## demo$ethnicity7 -1.1910770 -0.54850178 -1.4515357 -1.3413860
## demo$ethnicity8 -0.2577436 -0.88183511 -1.4515357 -1.3413860
## demo$ethnicity9 -0.8910770 -0.54850178 -0.7015357 -0.3413860
## se4 se5 self_efficacy_ave
## (Intercept) 3.56537159 3.69200053 3.5197591
## demo$ethnicity1 -1.16537159 -1.29200053 -1.1197591
## demo$ethnicity2 -0.06537159 0.05799947 0.2802409
## demo$ethnicity3 1.43462841 1.30799947 1.4802409
## demo$ethnicity4 0.54573952 0.53022169 0.5246853
## demo$ethnicity5 0.87907285 0.75244391 0.7246853
## demo$ethnicity6 0.14051076 0.24917594 0.1978879
## demo$ethnicity7 -1.56537159 -0.69200053 -1.1197591
## demo$ethnicity8 -0.56537159 -0.69200053 -0.9864258
## demo$ethnicity9 -0.06537159 -0.69200053 -0.4697591
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.20951716 0.19207912 0.181343649 0.19084990 0.20951716
## demo$ethnicity1 0.21702005 0.21917857 0.206629883 0.21590759 0.21702005
## demo$ethnicity2 -0.03377994 -0.02022805 0.001839846 -0.01968708 -0.03377994
## demo$ethnicity3 -0.20377004 -0.15304008 -0.079432821 -0.13917817 -0.20377004
## demo$ethnicity4 -0.09346523 -0.09182379 -0.086643617 -0.08860045 -0.09346523
## demo$ethnicity5 -0.12262735 -0.12035248 -0.104589002 -0.11372251 -0.12262735
## demo$ethnicity6 -0.03981857 -0.04074684 -0.039607448 -0.04207878 -0.03981857
## demo$ethnicity7 0.14707198 0.12479331 0.077584922 0.11458943 0.14707198
## demo$ethnicity8 0.13168167 0.11092503 0.066249676 0.10354861 0.13168167
## demo$ethnicity9 0.08085858 0.05895365 0.042979488 0.05548313 0.08085858
## 6 7 8 9 10
## (Intercept) 0.18873261 0.21047363 0.20951716 0.188534074 0.48353173
## demo$ethnicity1 0.19526365 0.17314516 0.21702005 0.198067710 -0.22322610
## demo$ethnicity2 0.02058653 0.02971375 -0.03377994 -0.009162383 0.02144650
## demo$ethnicity3 -0.03154198 0.01647672 -0.20377004 -0.083102764 0.16408731
## demo$ethnicity4 -0.06739865 -0.04368286 -0.09346523 -0.080174352 0.08869142
## demo$ethnicity5 -0.08200261 -0.04865356 -0.12262735 -0.094519351 0.11138282
## demo$ethnicity6 -0.04356893 -0.03289167 -0.03981857 -0.037307695 0.03819384
## demo$ethnicity7 0.01700901 -0.07505697 0.14707198 0.067071307 -0.10019840
## demo$ethnicity8 0.02409193 -0.01379041 0.13168167 0.079128659 -0.12439950
## demo$ethnicity9 0.03655310 0.03255666 0.08085858 0.043365988 -0.05329367
## 11 12 13 14 15
## (Intercept) 0.192476924 0.18392087 0.181343649 0.180565118 0.19913607
## demo$ethnicity1 0.193002270 0.21195388 0.206629883 0.206036666 0.21537193
## demo$ethnicity2 -0.002534548 -0.01100522 0.001839846 0.002823332 -0.02046270
## demo$ethnicity3 -0.065441093 -0.10267087 -0.079432821 -0.075133808 -0.15746940
## demo$ethnicity4 -0.076412933 -0.08880016 -0.086643617 -0.085433785 -0.09401948
## demo$ethnicity5 -0.082268577 -0.10675281 -0.104589002 -0.102628635 -0.12120620
## demo$ethnicity6 -0.039626032 -0.03958342 -0.039607448 -0.040421169 -0.04215155
## demo$ethnicity7 0.042546118 0.09434000 0.077584922 0.075040263 0.12606718
## demo$ethnicity8 0.068914419 0.08212126 0.066249676 0.063860532 0.11186436
## demo$ethnicity9 0.039664576 0.04885438 0.042979488 0.040620658 0.06790891
## 16 17 18 19 20
## (Intercept) 0.180565118 0.20286320 0.18547937 0.20537496 0.1878159575
## demo$ethnicity1 0.206036666 0.21884151 0.20384978 0.21925855 0.1962188628
## demo$ethnicity2 0.002823332 -0.03466857 -0.01166062 -0.03493756 -0.0009781157
## demo$ethnicity3 -0.075133808 -0.19411685 -0.08706667 -0.20537496 -0.0533897280
## demo$ethnicity4 -0.085433785 -0.09100785 -0.08310707 -0.09300735 -0.0790259546
## demo$ethnicity5 -0.102628635 -0.11702054 -0.09732479 -0.12088003 -0.0897529953
## demo$ethnicity6 -0.040421169 -0.04117791 -0.03957735 -0.03936794 -0.0429087257
## demo$ethnicity7 0.075040263 0.14101032 0.07674285 0.14618754 0.0400910192
## demo$ethnicity8 0.063860532 0.12608691 0.07802279 0.13097944 0.0595798602
## demo$ethnicity9 0.040620658 0.07487885 0.04571392 0.08000219 0.0481042842
## 21 22 23 24 25
## (Intercept) 0.18440289 0.227422981 0.203811118 0.18360117 0.180565118
## demo$ethnicity1 0.20626604 0.146188092 0.173825738 0.20191126 0.206036666
## demo$ethnicity2 -0.01076014 0.024150130 0.018380045 0.01251530 0.002823332
## demo$ethnicity3 -0.08946618 0.026200208 -0.034892199 -0.05288222 -0.075133808
## demo$ethnicity4 -0.08499405 -0.046667043 -0.062961953 -0.07161435 -0.085433785
## demo$ethnicity5 -0.09914880 -0.037463133 -0.072851072 -0.09720721 -0.102628635
## demo$ethnicity6 -0.03994631 -0.033188267 -0.027842162 -0.04161977 -0.040421169
## demo$ethnicity7 0.08108384 -0.066132658 0.009781115 0.04788031 0.075040263
## demo$ethnicity8 0.07703910 0.008199999 0.038965394 0.03786004 0.063860532
## demo$ethnicity9 0.04643405 0.017003016 0.022262383 0.03971159 0.040620658
## 26 27 28 29 30
## (Intercept) 0.49803529 0.19065987 0.251001045 0.20951716 0.20560636
## demo$ethnicity1 -0.24754219 0.21377276 0.123578470 0.21702005 0.17184544
## demo$ethnicity2 0.02630753 -0.01755664 0.034601104 -0.03377994 0.01361057
## demo$ethnicity3 0.16542625 -0.13255589 0.064588309 -0.20377004 -0.02873561
## demo$ethnicity4 0.09240169 -0.08906376 -0.017864914 -0.09346523 -0.07838792
## demo$ethnicity5 0.11445715 -0.11372870 -0.002742345 -0.12262735 -0.06810781
## demo$ethnicity6 0.04296026 -0.04051917 -0.017294781 -0.03981857 -0.03868727
## demo$ethnicity7 -0.09125563 0.10891819 -0.152735149 0.14707198 0.02968776
## demo$ethnicity8 -0.11634948 0.09576907 -0.035657249 0.13168167 0.04507667
## demo$ethnicity9 -0.06721784 0.06097477 0.010921328 0.08085858 0.02097021
## 31 32 33 34 35
## (Intercept) 0.20099113 0.46275080 0.18968396 0.187142572 0.210500717
## demo$ethnicity1 0.21871051 -0.18912343 0.19273239 0.205397065 0.171241986
## demo$ethnicity2 -0.02646736 0.01421539 0.01988694 0.005707741 0.029983006
## demo$ethnicity3 -0.18046327 0.16166235 -0.02861013 -0.078168213 0.020816009
## demo$ethnicity4 -0.09249745 0.08294653 -0.06605295 -0.087707637 -0.052009367
## demo$ethnicity5 -0.12514509 0.10651580 -0.07981199 -0.095809015 -0.044969961
## demo$ethnicity6 -0.04155277 0.03321361 -0.04301914 -0.045153046 -0.040255940
## demo$ethnicity7 0.13765429 -0.11315730 0.01223912 0.065109680 -0.079610665
## demo$ethnicity8 0.12292853 -0.13594495 0.02508792 0.066619250 0.000466988
## demo$ethnicity9 0.07156696 -0.03367909 0.03586857 0.043315620 0.032779383
## 36 37 38 39 40
## (Intercept) 0.20021980 0.20341607 0.188698651 0.46275080 0.19078078
## demo$ethnicity1 0.21743690 0.21927487 0.204603320 -0.18912343 0.20185153
## demo$ethnicity2 -0.02966946 -0.03544193 0.003116751 0.01421539 0.01062495
## demo$ethnicity3 -0.17957083 -0.19760212 -0.088069720 0.16166235 -0.07180972
## demo$ethnicity4 -0.09419779 -0.09205308 -0.088418582 0.08294653 -0.08557043
## demo$ethnicity5 -0.11531930 -0.11870544 -0.109302823 0.10651580 -0.09748968
## demo$ethnicity6 -0.04067135 -0.04041273 -0.039042878 0.03321361 -0.04106153
## demo$ethnicity7 0.13311353 0.14304062 0.083231173 -0.11315730 0.05808800
## demo$ethnicity8 0.11859190 0.12802077 0.071297715 -0.13594495 0.05980532
## demo$ethnicity9 0.07479325 0.07688958 0.047916526 -0.03367909 0.04497719
## 41 42 43 44 45
## (Intercept) 0.19771077 0.195689057 0.190714158 0.19574163 0.20951716
## demo$ethnicity1 0.21679723 0.211068432 0.214887295 0.21661108 0.21702005
## demo$ethnicity2 -0.01903740 -0.009708516 -0.007540807 -0.02259822 -0.03377994
## demo$ethnicity3 -0.15604410 -0.137938297 -0.135836109 -0.15981348 -0.20377004
## demo$ethnicity4 -0.09259418 -0.087804749 -0.091865912 -0.09455323 -0.09346523
## demo$ethnicity5 -0.12311301 -0.121080232 -0.120521143 -0.11333233 -0.12262735
## demo$ethnicity6 -0.04059714 -0.039763270 -0.040424949 -0.03890280 -0.03981857
## demo$ethnicity7 0.12749248 0.109750274 0.111806850 0.12393050 0.14707198
## demo$ethnicity8 0.11328966 0.096353748 0.098533040 0.10994892 0.13168167
## demo$ethnicity9 0.06154605 0.061596812 0.055769925 0.06589031 0.08085858
## 46 47 48 49 50
## (Intercept) 0.205821811 0.40159575 0.304147278 0.18873261 0.182465893
## demo$ethnicity1 0.171670364 -0.08351121 0.044312105 0.19526365 0.206863263
## demo$ethnicity2 0.034761623 -0.01215854 0.043937641 0.02058653 0.002107816
## demo$ethnicity3 0.012488048 0.13618203 0.119721034 -0.03154198 -0.084053194
## demo$ethnicity4 -0.052728413 0.05149336 0.019421807 -0.06739865 -0.087486336
## demo$ethnicity5 -0.050680473 0.07558880 0.048202472 -0.08200261 -0.106133339
## demo$ethnicity6 -0.035943457 0.01573729 -0.001490966 -0.04356893 -0.039150633
## demo$ethnicity7 -0.061491914 -0.09789205 -0.219179958 0.01700901 0.079756330
## demo$ethnicity8 0.002239374 -0.10178602 -0.045630438 0.02409193 0.068267988
## demo$ethnicity9 0.022953826 -0.03455932 -0.037943375 0.03655310 0.044968533
## 51 52 53 54 55
## (Intercept) 0.49803529 0.23541386 0.182786348 0.49803529 0.180789841
## demo$ethnicity1 -0.24754219 0.14444991 0.198161484 -0.24754219 0.203018941
## demo$ethnicity2 0.02630753 0.03431428 0.001397627 0.02630753 0.003001387
## demo$ethnicity3 0.16542625 0.04606762 -0.063045248 0.16542625 -0.068249649
## demo$ethnicity4 0.09240169 -0.04492067 -0.080741794 0.09240169 -0.083893736
## demo$ethnicity5 0.11445715 -0.02164739 -0.094857682 0.11445715 -0.098750461
## demo$ethnicity6 0.04296026 -0.03114717 -0.039562939 0.04296026 -0.040467634
## demo$ethnicity7 -0.09125563 -0.10208052 0.059222784 -0.09125563 0.068078937
## demo$ethnicity8 -0.11634948 -0.01468649 0.061759087 -0.11634948 0.059733366
## demo$ethnicity9 -0.06721784 0.01012570 0.039631438 -0.06721784 0.041017125
## 56 57 58 59 60
## (Intercept) 0.182786348 0.18318776 0.19789109 0.185268858 0.214428160
## demo$ethnicity1 0.198161484 0.21140800 0.21872705 0.211870290 0.166705960
## demo$ethnicity2 0.001397627 -0.01008702 -0.02860909 -0.002012428 0.012237677
## demo$ethnicity3 -0.063045248 -0.09854826 -0.17422245 -0.107387238 -0.004637951
## demo$ethnicity4 -0.080741794 -0.08763099 -0.09205472 -0.093679139 -0.048051363
## demo$ethnicity5 -0.094857682 -0.10485130 -0.11585664 -0.112216000 -0.051988850
## demo$ethnicity6 -0.039562939 -0.04038689 -0.03957394 -0.041314183 -0.026103952
## demo$ethnicity7 0.059222784 0.09192141 0.13275407 0.096116424 -0.061366936
## demo$ethnicity8 0.061759087 0.07984419 0.11833701 0.083758383 0.018670549
## demo$ethnicity9 0.039631438 0.04656929 0.06674589 0.050500218 0.041128727
## 61 62 63 64 65
## (Intercept) 0.19994956 0.19522559 0.18318776 0.192352914 0.1990666461
## demo$ethnicity1 0.21873492 0.21023077 0.21140800 0.186840362 0.1849296206
## demo$ethnicity2 -0.02814076 -0.01956136 -0.01008702 0.020569408 0.0005248752
## demo$ethnicity3 -0.18230250 -0.12069143 -0.09854826 -0.023433995 -0.0418760106
## demo$ethnicity4 -0.09303882 -0.09094985 -0.08763099 -0.062244750 -0.0679316074
## demo$ethnicity5 -0.11810670 -0.10640861 -0.10485130 -0.076129273 -0.0787271384
## demo$ethnicity6 -0.03852229 -0.04308763 -0.04038689 -0.041379542 -0.0394879159
## demo$ethnicity7 0.13605044 0.08925717 0.09192141 0.001821843 0.0066749807
## demo$ethnicity8 0.12142592 0.10180947 0.07984419 0.026350934 0.0554231553
## demo$ethnicity9 0.06998774 0.06352742 0.04656929 0.033720587 0.0515997774
## 66 67 68 69 70
## (Intercept) 0.291970607 0.20735453 0.20547317 0.183830336 0.195789218
## demo$ethnicity1 0.061525097 0.21823563 0.21218353 0.206838589 0.189505715
## demo$ethnicity2 0.035627984 -0.03425850 -0.03640650 0.002121208 0.026661956
## demo$ethnicity3 0.108839109 -0.20447268 -0.18482420 -0.088893627 -0.018918470
## demo$ethnicity4 0.008218531 -0.09345786 -0.08699382 -0.087811262 -0.067772456
## demo$ethnicity5 0.035957612 -0.12199485 -0.11038842 -0.107185161 -0.074088100
## demo$ethnicity6 -0.008060051 -0.03966433 -0.04053712 -0.038508419 -0.043860140
## demo$ethnicity7 -0.196429206 0.14673108 0.12786016 0.081656390 -0.009514708
## demo$ethnicity8 -0.042390476 0.13143113 0.12503066 0.070017338 0.026896915
## demo$ethnicity9 -0.025461990 0.08053093 0.07453262 0.046689640 0.030787352
## 71 72 73 74 75
## (Intercept) 0.19706723 0.18318776 0.20282230 0.204525292 0.20951716
## demo$ethnicity1 0.19599014 0.21140800 0.21788602 0.178390691 0.21702005
## demo$ethnicity2 0.01727300 -0.01008702 -0.03440813 0.021874583 -0.03377994
## demo$ethnicity3 -0.05608363 -0.09854826 -0.19112640 0.001049621 -0.20377004
## demo$ethnicity4 -0.06614247 -0.08763099 -0.09047290 -0.060807613 -0.09346523
## demo$ethnicity5 -0.09520637 -0.10485130 -0.11584165 -0.059729531 -0.12262735
## demo$ethnicity6 -0.03284599 -0.04038689 -0.04132952 -0.045750034 -0.03981857
## demo$ethnicity7 0.03083974 0.09192141 0.13844754 -0.047164886 0.14707198
## demo$ethnicity8 0.03386569 0.07984419 0.12362215 0.026498802 0.13168167
## demo$ethnicity9 0.04078723 0.04656929 0.07548448 0.037165324 0.08085858
## 76 77 78 79 80
## (Intercept) 0.19872351 0.20341607 0.49073405 0.206834724 0.20286320
## demo$ethnicity1 0.21362919 0.21927487 -0.23523568 0.181732696 0.21884151
## demo$ethnicity2 -0.02859215 -0.03544193 0.02385514 -0.006819031 -0.03466857
## demo$ethnicity3 -0.16279537 -0.19760212 0.16476834 -0.041851559 -0.19411685
## demo$ethnicity4 -0.08860221 -0.09205308 0.09054170 -0.052530796 -0.09100785
## demo$ethnicity5 -0.10893867 -0.11870544 0.11292043 -0.072097074 -0.11702054
## demo$ethnicity6 -0.03998717 -0.04041273 0.04056019 -0.039759781 -0.04117791
## demo$ethnicity7 0.12094862 0.14304062 -0.09577607 -0.008767091 0.14101032
## demo$ethnicity8 0.11407497 0.12802077 -0.12042946 0.051912736 0.12608691
## demo$ethnicity9 0.06475702 0.07688958 -0.06018506 0.054091175 0.07487885
## 81 82 83 84 85
## (Intercept) 0.20422842 0.188698651 0.35387480 0.181716310 0.180789841
## demo$ethnicity1 0.21647991 0.204603320 -0.01452312 0.200670640 0.203018941
## demo$ethnicity2 -0.02700792 0.003116751 0.01255547 0.002272586 0.003001387
## demo$ethnicity3 -0.18083661 -0.088069720 0.10604082 -0.065587278 -0.068249649
## demo$ethnicity4 -0.09351506 -0.088418582 0.04863280 -0.082688627 -0.083893736
## demo$ethnicity5 -0.11992023 -0.109302823 0.04328380 -0.096742381 -0.098750461
## demo$ethnicity6 -0.03899177 -0.039042878 0.01633633 -0.039948129 -0.040467634
## demo$ethnicity7 0.13704142 0.083231173 -0.15659588 0.063738236 0.068078937
## demo$ethnicity8 0.12221604 0.071297715 -0.06235291 0.060811528 0.059733366
## demo$ethnicity9 0.07093118 0.047916526 -0.02555236 0.040397413 0.041017125
## 86 87 88 89 90
## (Intercept) 0.189918719 0.198464379 0.47643582 0.19171100 0.183749016
## demo$ethnicity1 0.213332078 0.179250328 -0.21151188 0.21272163 0.208244094
## demo$ethnicity2 -0.009352661 0.018596769 0.01907055 -0.01860777 -0.001193753
## demo$ethnicity3 -0.128569026 -0.033481214 0.16337461 -0.13360702 -0.092266366
## demo$ethnicity4 -0.092277205 -0.057207156 0.08684135 -0.09011490 -0.090283832
## demo$ethnicity5 -0.116194967 -0.080631416 0.10983518 -0.10757634 -0.105117094
## demo$ethnicity6 -0.043121603 -0.033888721 0.03585072 -0.03766854 -0.042660752
## demo$ethnicity7 0.106691450 0.009265089 -0.10453499 0.10786706 0.084973451
## demo$ethnicity8 0.093669002 0.038164658 -0.12827348 0.09471793 0.075646062
## demo$ethnicity9 0.058856883 0.027350797 -0.04654898 0.05992364 0.046729713
## 91 92 93 94 95
## (Intercept) 0.19046282 0.183467313 0.186637252 0.210300830 0.20852218
## demo$ethnicity1 0.21856917 0.211128453 0.210501896 0.175166230 0.20704644
## demo$ethnicity2 -0.01970821 -0.001341304 -0.003380822 0.029585948 -0.03439638
## demo$ethnicity3 -0.14514559 -0.098827814 -0.108755632 0.012314011 -0.18181595
## demo$ethnicity4 -0.08996803 -0.091729146 -0.087501243 -0.054125257 -0.08436546
## demo$ethnicity5 -0.11720654 -0.108846938 -0.113547966 -0.049918318 -0.10794944
## demo$ethnicity6 -0.04198593 -0.042585857 -0.038672192 -0.040306804 -0.03847968
## demo$ethnicity7 0.12074050 0.091641858 0.094748030 -0.070404457 0.11941304
## demo$ethnicity8 0.10710433 0.079564635 0.082389989 0.005616795 0.12636091
## demo$ethnicity9 0.05498188 0.046289736 0.049131824 0.032473319 0.07262000
## 96 97 98 99 100
## (Intercept) 0.20537496 0.195278210 3.145013e-01 0.196039561 0.18392087
## demo$ethnicity1 0.21925855 0.212622724 3.114411e-02 0.189255372 0.21195388
## demo$ethnicity2 -0.03493756 -0.006510316 4.797286e-02 0.016490978 -0.01100522
## demo$ethnicity3 -0.20537496 -0.134672149 1.211834e-01 -0.019168813 -0.10267087
## demo$ethnicity4 -0.09300735 -0.092392316 2.182291e-02 -0.063393170 -0.08880016
## demo$ethnicity5 -0.12088003 -0.122426871 5.040335e-02 -0.074481129 -0.10675281
## demo$ethnicity6 -0.03936794 -0.040912023 4.117319e-05 -0.046293653 -0.03958342
## demo$ethnicity7 0.14618754 0.113055123 -2.151635e-01 -0.009765051 0.09434000
## demo$ethnicity8 0.13097944 0.099537821 -3.912357e-02 0.026646572 0.08212126
## demo$ethnicity9 0.08000219 0.056863880 -4.858046e-02 0.043557842 0.04885438
## 101 102 103 104 105
## (Intercept) 0.19771077 0.20286320 0.254696023 0.187287905 0.20951716
## demo$ethnicity1 0.21679723 0.21884151 0.109283605 0.193735444 0.21702005
## demo$ethnicity2 -0.01903740 -0.03466857 0.043597923 0.009501599 -0.03377994
## demo$ethnicity3 -0.15604410 -0.19411685 0.086389248 -0.045373713 -0.20377004
## demo$ethnicity4 -0.09259418 -0.09100785 -0.019403672 -0.077630596 -0.09346523
## demo$ethnicity5 -0.12311301 -0.11702054 0.010450807 -0.083101909 -0.12262735
## demo$ethnicity6 -0.04059714 -0.04117791 -0.014566133 -0.041795824 -0.03981857
## demo$ethnicity7 0.12749248 0.14101032 -0.183267452 0.033369372 0.14707198
## demo$ethnicity8 0.11328966 0.12608691 -0.028934626 0.050240570 0.13168167
## demo$ethnicity9 0.06154605 0.07487885 -0.008050796 0.036891633 0.08085858
## 106 107 108 109 110
## (Intercept) 0.289652948 0.18463846 0.21197789 0.185852209 0.213920690
## demo$ethnicity1 0.066902076 0.20377459 0.16466247 0.192164298 0.174286880
## demo$ethnicity2 0.033580851 0.01101612 0.01093900 0.004090167 0.009369274
## demo$ethnicity3 0.105508342 -0.06126184 -0.01058900 -0.058816378 -0.024917254
## demo$ethnicity4 0.005869373 -0.07363130 -0.05635018 -0.077711208 -0.070302590
## demo$ethnicity5 0.033472116 -0.10069440 -0.05533693 -0.091952656 -0.060164910
## demo$ethnicity6 -0.009747654 -0.04065983 -0.03676264 -0.037234155 -0.044050597
## demo$ethnicity7 -0.188387126 0.05389365 -0.05036173 0.049170833 0.009959907
## demo$ethnicity8 -0.042285803 0.04352907 0.04869600 0.062767742 0.040239547
## demo$ethnicity9 -0.023118162 0.04160526 0.04286898 0.037165203 0.023064016
## 111 112 113 114 115
## (Intercept) 0.218858257 0.20735453 0.180565118 0.18318776 0.252559423
## demo$ethnicity1 0.166608802 0.21823563 0.206036666 0.21140800 0.124376249
## demo$ethnicity2 0.021028520 -0.03425850 0.002823332 -0.01008702 0.032672851
## demo$ethnicity3 0.003756584 -0.20447268 -0.075133808 -0.09854826 0.058046637
## demo$ethnicity4 -0.067534698 -0.09345786 -0.085433785 -0.08763099 -0.015196007
## demo$ethnicity5 -0.053402180 -0.12199485 -0.102628635 -0.10485130 -0.008270659
## demo$ethnicity6 -0.046325875 -0.03966433 -0.040421169 -0.04038689 -0.021890934
## demo$ethnicity7 -0.027148413 0.14673108 0.075040263 0.09192141 -0.149111148
## demo$ethnicity8 0.026414585 0.13143113 0.063860532 0.07984419 -0.019166345
## demo$ethnicity9 0.023915891 0.08053093 0.040620658 0.04656929 0.009178496
## 116 117 118 119 120
## (Intercept) 0.20547317 0.19284199 0.206631213 0.192326971 0.286648891
## demo$ethnicity1 0.21218353 0.21505894 0.200706981 0.190089374 0.089713254
## demo$ethnicity2 -0.03640650 -0.02188252 0.004068198 0.007478307 0.031791227
## demo$ethnicity3 -0.18482420 -0.14435714 -0.087660152 -0.031253145 0.070213854
## demo$ethnicity4 -0.08699382 -0.09188982 -0.073090894 -0.064142230 -0.008869442
## demo$ethnicity5 -0.11038842 -0.10792975 -0.093325857 -0.082455007 0.011532866
## demo$ethnicity6 -0.04053712 -0.04089917 -0.042039895 -0.043223026 -0.012627281
## demo$ethnicity7 0.12786016 0.11549134 0.042237565 0.009596106 -0.147254952
## demo$ethnicity8 0.12503066 0.10197404 0.070083639 0.036751057 -0.030905957
## demo$ethnicity9 0.07453262 0.06098360 0.047112366 0.045980662 -0.011744712
## 121 122 123 124 125
## (Intercept) 0.180565118 0.183830336 0.20735453 0.195974008 0.21097256
## demo$ethnicity1 0.206036666 0.206838589 0.21823563 0.194143800 0.17077014
## demo$ethnicity2 0.002823332 0.002121208 -0.03425850 0.027305228 0.03997142
## demo$ethnicity3 -0.075133808 -0.088893627 -0.20447268 -0.030990843 0.02034417
## demo$ethnicity4 -0.085433785 -0.087811262 -0.09345786 -0.064249213 -0.03734579
## demo$ethnicity5 -0.102628635 -0.107185161 -0.12199485 -0.077772900 -0.04544180
## demo$ethnicity6 -0.040421169 -0.038508419 -0.03966433 -0.037728121 -0.02245401
## demo$ethnicity7 0.075040263 0.081656390 0.14673108 0.002093625 -0.08008251
## demo$ethnicity8 0.063860532 0.070017338 0.13143113 0.009698396 -0.03086905
## demo$ethnicity9 0.040620658 0.046689640 0.08053093 0.037175147 0.01834106
## 126 127 128 129 130
## (Intercept) 0.20337138 0.19537461 0.20194902 0.20735453 0.20322659
## demo$ethnicity1 0.21633026 0.19949620 0.17724426 0.21823563 0.21748174
## demo$ethnicity2 -0.03473866 -0.01170617 0.01097330 -0.03425850 -0.02600609
## demo$ethnicity3 -0.18870862 -0.10389196 -0.03303010 -0.20447268 -0.17983478
## demo$ethnicity4 -0.08972399 -0.08150288 -0.08122149 -0.09345786 -0.09251323
## demo$ethnicity5 -0.11370619 -0.09750489 -0.07194683 -0.12199485 -0.12578786
## demo$ethnicity6 -0.04128318 -0.03727631 -0.04136567 -0.03966433 -0.04170653
## demo$ethnicity7 0.13527404 0.07334786 0.04076943 0.14673108 0.13804325
## demo$ethnicity8 0.12280817 0.09465363 0.04451818 0.13143113 0.12321787
## demo$ethnicity9 0.07550096 0.04566750 0.02412448 0.08053093 0.07193301
## 131 132 133 134 135
## (Intercept) 0.220273830 0.1985798072 0.21726007 0.18785323 0.18630037
## demo$ethnicity1 0.163344961 0.1869758330 0.19943979 0.21657940 0.21208885
## demo$ethnicity2 0.019913552 0.0007947261 -0.03105042 -0.01475000 -0.01063614
## demo$ethnicity3 0.006676525 -0.0452464738 -0.17822103 -0.12974925 -0.11176621
## demo$ethnicity4 -0.073423323 -0.0689497749 -0.07880866 -0.09365272 -0.08991168
## demo$ethnicity5 -0.043668712 -0.0814154264 -0.10228018 -0.11438148 -0.10925937
## demo$ethnicity6 -0.040452301 -0.0395964149 -0.03480069 -0.04150553 -0.03849577
## demo$ethnicity7 -0.032773830 0.0109440023 0.10784281 0.11172483 0.09818238
## demo$ethnicity8 0.021255656 0.0566387555 0.12655049 0.09857571 0.08568722
## demo$ethnicity9 0.022756459 0.0516875846 0.06616264 0.05576859 0.05243848
## 136 137 138 139 140
## (Intercept) 0.20951716 0.20171936 0.187046085 0.205529473 0.20099113
## demo$ethnicity1 0.21702005 0.21278864 0.206854969 0.175604647 0.21871051
## demo$ethnicity2 -0.03377994 -0.01454259 -0.003657635 0.021136365 -0.02646736
## demo$ethnicity3 -0.20377004 -0.16005269 -0.081614775 0.004260737 -0.18046327
## demo$ethnicity4 -0.09346523 -0.09303007 -0.084157714 -0.059347896 -0.09249745
## demo$ethnicity5 -0.12262735 -0.12027332 -0.093153378 -0.057310901 -0.12514509
## demo$ethnicity6 -0.03981857 -0.03894981 -0.042758915 -0.045162281 -0.04155277
## demo$ethnicity7 0.14707198 0.12348389 0.068559296 -0.052468248 0.13765429
## demo$ethnicity8 0.13168167 0.10928107 0.069863960 0.027569237 0.12292853
## demo$ethnicity9 0.08085858 0.06532562 0.043068263 0.036440458 0.07156696
## 141 142 143 144 145
## (Intercept) 0.20052308 0.212698500 0.20537496 0.18882919 0.187732690
## demo$ethnicity1 0.19523956 0.165206146 0.21925855 0.19065960 0.190289101
## demo$ethnicity2 -0.01633911 0.028364471 -0.03493756 0.01094144 0.005128252
## demo$ethnicity3 -0.08078198 0.027444869 -0.20537496 -0.04313383 -0.057013736
## demo$ethnicity4 -0.06558264 -0.048067106 -0.09300735 -0.07604960 -0.076511680
## demo$ethnicity5 -0.08893503 -0.039981921 -0.12088003 -0.08154932 -0.089924102
## demo$ethnicity6 -0.04454291 -0.039126256 -0.03936794 -0.04059534 -0.035821868
## demo$ethnicity7 0.04148605 -0.091005379 0.14618754 0.02815194 0.043748791
## demo$ethnicity8 0.07035783 0.002297262 0.13097944 0.05072956 0.062944389
## demo$ethnicity9 0.06059134 0.031061320 0.08000219 0.03563245 0.035580066
## 146 147 148 149 150
## (Intercept) 0.19729560 0.20286320 0.271318321 0.45022915 0.192789365
## demo$ethnicity1 0.21827303 0.21884151 0.090229009 -0.16476491 0.185145178
## demo$ethnicity2 -0.02779943 -0.03466857 0.041711975 0.02620330 0.009990107
## demo$ethnicity3 -0.17058937 -0.19411685 0.085544424 0.15162270 -0.043287704
## demo$ethnicity4 -0.09098395 -0.09100785 0.005307249 0.06985106 -0.076865451
## demo$ethnicity5 -0.11412213 -0.11702054 0.015959629 0.09421449 -0.082259223
## demo$ethnicity6 -0.04034657 -0.04117791 -0.011242890 0.03024004 -0.037257787
## demo$ethnicity7 0.13063963 0.14101032 -0.204651654 -0.13276883 0.020480777
## demo$ethnicity8 0.11632882 0.12608691 -0.021635993 -0.10589083 0.062937107
## demo$ethnicity9 0.06466139 0.07487885 -0.008353287 -0.03257540 0.031950767
## 151 152 153 154 155
## (Intercept) 0.218858257 0.20951716 0.180349869 0.190145564 0.19110782
## demo$ethnicity1 0.166608802 0.21702005 0.204863760 0.206993584 0.21904302
## demo$ethnicity2 0.021028520 -0.03377994 0.003241184 -0.008456532 -0.02055956
## demo$ethnicity3 0.003756584 -0.20377004 -0.071375510 -0.112263944 -0.14893914
## demo$ethnicity4 -0.067534698 -0.09346523 -0.084786401 -0.085310228 -0.09106911
## demo$ethnicity5 -0.053402180 -0.12262735 -0.101225056 -0.109173074 -0.11897433
## demo$ethnicity6 -0.046325875 -0.03981857 -0.040554036 -0.041573792 -0.04119779
## demo$ethnicity7 -0.027148413 0.14707198 0.071902383 0.091239718 0.12294177
## demo$ethnicity8 0.026414585 0.13168167 0.060880624 0.091362737 0.10918861
## demo$ethnicity9 0.023915891 0.08085858 0.041147749 0.049299983 0.05714162
## 156 157 158 159 160
## (Intercept) 0.20951716 0.20951716 0.20951716 0.19034914 0.19793845
## demo$ethnicity1 0.21702005 0.21702005 0.21702005 0.21755179 0.18403030
## demo$ethnicity2 -0.03377994 -0.03377994 -0.03377994 -0.01938967 0.02507523
## demo$ethnicity3 -0.20377004 -0.20377004 -0.20377004 -0.14186429 -0.01300694
## demo$ethnicity4 -0.09346523 -0.09346523 -0.09346523 -0.08939697 -0.05183275
## demo$ethnicity5 -0.12262735 -0.12262735 -0.12262735 -0.11596409 -0.06985330
## demo$ethnicity6 -0.03981857 -0.03981857 -0.03981857 -0.04213531 -0.02899136
## demo$ethnicity7 0.14707198 0.14707198 0.14707198 0.11798419 -0.01972063
## demo$ethnicity8 0.13168167 0.13168167 0.13168167 0.10446689 -0.00239032
## demo$ethnicity9 0.08085858 0.08085858 0.08085858 0.05553994 0.02912200
## 161 162 163 164 165
## (Intercept) 0.18933255 0.19046282 0.20135762 0.18440289 0.20951716
## demo$ethnicity1 0.20320709 0.21856917 0.21732686 0.20626604 0.21702005
## demo$ethnicity2 -0.01500075 -0.01970821 -0.02954882 -0.01076014 -0.03377994
## demo$ethnicity3 -0.08035819 -0.14514559 -0.18371057 -0.08946618 -0.20377004
## demo$ethnicity4 -0.08167823 -0.08996803 -0.09444688 -0.08499405 -0.09346523
## demo$ethnicity5 -0.09419381 -0.11720654 -0.11622209 -0.09914880 -0.12262735
## demo$ethnicity6 -0.04307344 -0.04198593 -0.04005618 -0.03994631 -0.03981857
## demo$ethnicity7 0.06291970 0.12074050 0.13464238 0.08108384 0.14707198
## demo$ethnicity8 0.07792455 0.10710433 0.12001786 0.07703910 0.13168167
## demo$ethnicity9 0.05303041 0.05498188 0.07627198 0.04643405 0.08085858
## 166 167 168 169 170
## (Intercept) 0.18919419 0.19207912 0.181343649 0.20735453 0.19687657
## demo$ethnicity1 0.21523843 0.21917857 0.206629883 0.21823563 0.21974157
## demo$ethnicity2 -0.01609097 -0.02022805 0.001839846 -0.03425850 -0.02759458
## demo$ethnicity3 -0.13109022 -0.15304008 -0.079432821 -0.20447268 -0.17320793
## demo$ethnicity4 -0.08759809 -0.09182379 -0.086643617 -0.09345786 -0.09104020
## demo$ethnicity5 -0.11568742 -0.12035248 -0.104589002 -0.12199485 -0.12179759
## demo$ethnicity6 -0.03891653 -0.04074684 -0.039607448 -0.03966433 -0.04232365
## demo$ethnicity7 0.11038386 0.12479331 0.077584922 0.14673108 0.13376859
## demo$ethnicity8 0.09723474 0.11092503 0.066249676 0.13143113 0.11935153
## demo$ethnicity9 0.05442762 0.05895365 0.042979488 0.08053093 0.06776041
## 171 172 173 174 175
## (Intercept) 0.20435728 0.20750226 0.188534074 0.1832876370 0.20477891
## demo$ethnicity1 0.21432720 0.20177324 0.198067710 0.2100143343 0.19803400
## demo$ethnicity2 -0.03550706 -0.02936576 -0.009162383 -0.0009460031 -0.01525833
## demo$ethnicity3 -0.18671022 -0.15901742 -0.083102764 -0.0952373226 -0.12689729
## demo$ethnicity4 -0.08868987 -0.07857419 -0.080174352 -0.0911255793 -0.07709422
## demo$ethnicity5 -0.11199079 -0.10233185 -0.094519351 -0.1075049545 -0.10169074
## demo$ethnicity6 -0.04084950 -0.03530103 -0.037307695 -0.0427305943 -0.03527348
## demo$ethnicity7 0.13164272 0.10083107 0.067071307 0.0886421875 0.08526438
## demo$ethnicity8 0.12397759 0.11397689 0.079128659 0.0767087288 0.10689985
## demo$ethnicity9 0.07508139 0.06594815 0.043365988 0.0468311013 0.04508331
## 176 177 178 179 180
## (Intercept) 0.20697723 0.422521176 0.217604083 0.187568887 0.19046282
## demo$ethnicity1 0.20964091 -0.126519836 0.158470249 0.193454461 0.21856917
## demo$ethnicity2 -0.03539109 0.001827829 0.027616318 0.009220617 -0.01970821
## demo$ethnicity3 -0.18330859 0.157387499 -0.003568996 -0.045654695 -0.14514559
## demo$ethnicity4 -0.08566816 0.072803161 -0.058562169 -0.073449285 -0.08996803
## demo$ethnicity5 -0.10915711 0.097884662 -0.056979923 -0.083382892 -0.11720654
## demo$ethnicity6 -0.03949587 0.028860846 -0.036735160 -0.035095510 -0.04198593
## demo$ethnicity7 0.12366793 -0.135699471 -0.007347673 0.033088390 0.12074050
## demo$ethnicity8 0.12570930 -0.108996864 0.020612702 0.036989419 0.10710433
## demo$ethnicity9 0.07359641 -0.054565971 0.010978474 0.036610651 0.05498188
## 181 182 183 184 185
## (Intercept) 0.186165849 0.209601279 0.20199610 0.204420103 0.20542606
## demo$ethnicity1 0.205827261 0.183536791 0.21770554 0.172384030 0.21476678
## demo$ethnicity2 0.002728607 0.002929261 -0.02747233 0.025364258 -0.02097570
## demo$ethnicity3 -0.088374050 -0.032730531 -0.18146824 -0.007188269 -0.16662009
## demo$ethnicity4 -0.088357649 -0.053792499 -0.09350242 -0.052823976 -0.09180935
## demo$ethnicity5 -0.108510551 -0.066082862 -0.11925930 -0.066066450 -0.11081122
## demo$ethnicity6 -0.038853426 -0.043205062 -0.03882935 -0.030589520 -0.04093992
## demo$ethnicity7 0.082556618 -0.023326769 0.13664932 -0.038590957 0.11702292
## demo$ethnicity8 0.070769205 0.041081755 0.12192356 0.025470120 0.11446385
## demo$ethnicity9 0.047414270 0.052595502 0.07056199 0.023327214 0.06720080
## 186 187 188 189 190
## (Intercept) 0.20138712 0.18499169 0.20104262 0.20735453 0.20951716
## demo$ethnicity1 0.17888394 0.21214746 0.18451483 0.21823563 0.21702005
## demo$ethnicity2 0.01186268 -0.01069583 -0.01180586 -0.03425850 -0.03377994
## demo$ethnicity3 -0.01238369 -0.10711007 -0.06288472 -0.20447268 -0.20377004
## demo$ethnicity4 -0.05190014 -0.08960944 -0.06908619 -0.09345786 -0.09346523
## demo$ethnicity5 -0.06985637 -0.10824743 -0.07883990 -0.12199485 -0.12262735
## demo$ethnicity6 -0.03563662 -0.03913003 -0.03581546 -0.03966433 -0.03981857
## demo$ethnicity7 -0.02725777 0.09639359 0.02325645 0.14673108 0.14707198
## demo$ethnicity8 0.02441841 0.08403555 0.08065589 0.13143113 0.13168167
## demo$ethnicity9 0.03913517 0.05077739 0.04445265 0.08053093 0.08085858
## 191 192 193 194 195
## (Intercept) 0.237044730 0.20286320 0.20951716 0.20199610 0.19427107
## demo$ethnicity1 0.138438916 0.21884151 0.21702005 0.21770554 0.21476092
## demo$ethnicity2 0.033371632 -0.03466857 -0.03377994 -0.02747233 -0.02351647
## demo$ethnicity3 0.054000046 -0.19411685 -0.20377004 -0.18146824 -0.14895385
## demo$ethnicity4 -0.041882196 -0.09100785 -0.09346523 -0.09350242 -0.08647786
## demo$ethnicity5 -0.015379887 -0.11702054 -0.12262735 -0.11925930 -0.11048663
## demo$ethnicity6 -0.030178582 -0.04117791 -0.03981857 -0.03882935 -0.03819885
## demo$ethnicity7 -0.113449225 0.14101032 0.14707198 0.13664932 0.11693225
## demo$ethnicity8 -0.015427382 0.12608691 0.13168167 0.12192356 0.10329608
## demo$ethnicity9 0.008792436 0.07487885 0.08085858 0.07056199 0.05908501
## 196 197 198 199 200
## (Intercept) 0.19880747 0.18910853 0.2062395199 0.20282230 0.20951716
## demo$ethnicity1 0.21884923 0.21649293 0.1792952082 0.21788602 0.21702005
## demo$ethnicity2 -0.02825712 -0.01467643 -0.0070851953 -0.03440813 -0.03377994
## demo$ethnicity3 -0.17815850 -0.13423048 -0.0490488845 -0.19112640 -0.20377004
## demo$ethnicity4 -0.09278546 -0.09392731 -0.0702159679 -0.09047290 -0.09346523
## demo$ethnicity5 -0.11720941 -0.11534281 -0.0707684826 -0.11584165 -0.12262735
## demo$ethnicity6 -0.03913238 -0.04087145 -0.0371314863 -0.04132952 -0.03981857
## demo$ethnicity7 0.13452586 0.11341248 -0.0004978931 0.13844754 0.14707198
## demo$ethnicity8 0.12000424 0.10013867 0.0811545752 0.12362215 0.13168167
## demo$ethnicity9 0.06848953 0.05737556 0.0411350445 0.07548448 0.08085858
## 201 202 203 204 205
## (Intercept) 0.180565118 0.19368363 0.182465893 0.19602443 0.20031405
## demo$ethnicity1 0.206036666 0.21421730 0.206863263 0.21632828 0.19404696
## demo$ethnicity2 0.002823332 -0.01359629 0.002107816 -0.02288102 -0.01326388
## demo$ethnicity3 -0.075133808 -0.13307757 -0.084053194 -0.16009628 -0.07693743
## demo$ethnicity4 -0.085433785 -0.09444073 -0.087486336 -0.08760881 -0.07903632
## demo$ethnicity5 -0.102628635 -0.11728242 -0.106133339 -0.12062529 -0.08077037
## demo$ethnicity6 -0.040421169 -0.04135539 -0.039150633 -0.03915857 -0.04561569
## demo$ethnicity7 0.075040263 0.11464970 0.079756330 0.12364771 0.03821806
## demo$ethnicity8 0.063860532 0.10113240 0.068267988 0.10966612 0.08542476
## demo$ethnicity9 0.040620658 0.05845846 0.044968533 0.06560751 0.05272274
## 206 207 208 209 210
## (Intercept) 0.49803529 0.1918068573 0.19848604 0.18817704 0.190909350
## demo$ethnicity1 -0.24754219 0.2073804971 0.21386667 0.21507375 0.194646290
## demo$ethnicity2 0.02630753 -0.0001606847 -0.02534263 -0.01641380 0.008465183
## demo$ethnicity3 0.16542625 -0.1003242075 -0.16255789 -0.12682735 -0.037576017
## demo$ethnicity4 0.09240169 -0.0868862852 -0.09007042 -0.08680664 -0.066520408
## demo$ethnicity5 0.11445715 -0.1011490844 -0.11269106 -0.11425718 -0.087299045
## demo$ethnicity6 0.04296026 -0.0444991844 -0.03793788 -0.03936542 -0.043863212
## demo$ethnicity7 -0.09125563 0.0769156096 0.12118609 0.10843313 0.018614460
## demo$ethnicity8 -0.11634948 0.0798883441 0.10720450 0.09541068 0.037001456
## demo$ethnicity9 -0.06721784 0.0474746888 0.07098289 0.05255997 0.046731779
## 211 212 213 214 215
## (Intercept) 0.19191027 0.18599368 0.19985823 0.195278210 0.211651855
## demo$ethnicity1 0.21712172 0.21485362 0.19025603 0.212622724 0.171264128
## demo$ethnicity2 -0.02115566 -0.01383874 0.01008666 -0.006510316 0.014748020
## demo$ethnicity3 -0.14659304 -0.11809245 -0.05794404 -0.134672149 -0.006076942
## demo$ethnicity4 -0.09141548 -0.09117355 -0.08990038 -0.092392316 -0.042848147
## demo$ethnicity5 -0.11527123 -0.10981722 -0.08597583 -0.122426871 -0.061873533
## demo$ethnicity6 -0.04356677 -0.04291323 -0.04217035 -0.040912023 -0.032522204
## demo$ethnicity7 0.11929305 0.10460461 0.06774741 0.113055123 -0.054291449
## demo$ethnicity8 0.10565688 0.09184163 0.05126168 0.099537821 0.019372239
## demo$ethnicity9 0.06144582 0.05224136 0.03149724 0.056863880 0.043552275
## 216 217 218 219 220
## (Intercept) 0.217999533 0.20282230 0.183467313 0.20341607 0.19686169
## demo$ethnicity1 0.159344482 0.21788602 0.211128453 0.21927487 0.21566018
## demo$ethnicity2 0.009899895 -0.03440813 -0.001341304 -0.03544193 -0.01368834
## demo$ethnicity3 -0.037112161 -0.19112640 -0.098827814 -0.19760212 -0.14198364
## demo$ethnicity4 -0.063862085 -0.09047290 -0.091729146 -0.09205308 -0.09064238
## demo$ethnicity5 -0.074328161 -0.11584165 -0.108846938 -0.11870544 -0.11153040
## demo$ethnicity6 -0.032697534 -0.04132952 -0.042585857 -0.04041273 -0.04263751
## demo$ethnicity7 0.013527560 0.13844754 0.091641858 0.14304062 0.10565932
## demo$ethnicity8 0.071721564 0.12362215 0.079564635 0.12802077 0.10420584
## demo$ethnicity9 0.021910466 0.07548448 0.046289736 0.07688958 0.05809697
## 221 222 223 224 225
## (Intercept) 0.20184817 0.20951716 0.20951716 0.226675518 0.22049809
## demo$ethnicity1 0.19432670 0.21702005 0.21702005 0.158619415 0.15275879
## demo$ethnicity2 0.01409842 -0.03377994 -0.03377994 0.005914202 0.03465183
## demo$ethnicity3 -0.05993398 -0.20377004 -0.20377004 -0.049804770 0.03768373
## demo$ethnicity4 -0.06258604 -0.09346523 -0.09346523 -0.073323826 -0.04011116
## demo$ethnicity5 -0.08110951 -0.12262735 -0.12262735 -0.065313151 -0.03103585
## demo$ethnicity6 -0.04058709 -0.03981857 -0.03981857 -0.034682182 -0.03327196
## demo$ethnicity7 0.01880911 0.14707198 0.14707198 0.047834286 -0.11779539
## demo$ethnicity8 0.03568031 0.13168167 0.13168167 0.070026158 0.00270176
## demo$ethnicity9 0.04084989 0.08085858 0.08085858 0.009479596 0.02413470
## 226 227 228 229 230
## (Intercept) 0.18933255 0.192476085 0.182465893 0.186576365 0.20537496
## demo$ethnicity1 0.20320709 0.205413057 0.206863263 0.211812855 0.21925855
## demo$ethnicity2 -0.01500075 -0.006524541 0.002107816 -0.001983559 -0.03493756
## demo$ethnicity3 -0.08035819 -0.097539376 -0.084053194 -0.112042204 -0.20537496
## demo$ethnicity4 -0.08167823 -0.088780369 -0.087486336 -0.093967308 -0.09300735
## demo$ethnicity5 -0.09419381 -0.099926130 -0.106133339 -0.113214533 -0.12088003
## demo$ethnicity6 -0.04307344 -0.038765277 -0.039150633 -0.040672598 -0.03936794
## demo$ethnicity7 0.06291970 0.073010641 0.079756330 0.097906394 0.14618754
## demo$ethnicity8 0.07792455 0.086997480 0.068267988 0.085411233 0.13097944
## demo$ethnicity9 0.05303041 0.046877814 0.044968533 0.052162490 0.08000219
## 231 232 233 234 235
## (Intercept) 0.324518125 0.19994956 0.18998639 0.19102810 0.46275080
## demo$ethnicity1 0.016495275 0.21873492 0.19693967 0.20340632 -0.18912343
## demo$ethnicity2 0.034544361 -0.02814076 0.00646228 0.01429265 0.01421539
## demo$ethnicity3 0.129263388 -0.18230250 -0.06660977 -0.06399226 0.16166235
## demo$ethnicity4 0.031417779 -0.09303882 -0.07204977 -0.07119982 0.08294653
## demo$ethnicity5 0.059667644 -0.11810670 -0.09526434 -0.09342515 0.10651580
## demo$ethnicity6 0.003807283 -0.03852229 -0.04187151 -0.03957594 0.03321361
## demo$ethnicity7 -0.202896503 0.13605044 0.04854572 0.04399495 -0.11315730
## demo$ethnicity8 -0.054662519 0.12142592 0.05658971 0.03380118 -0.13594495
## demo$ethnicity9 -0.055527814 0.06998774 0.04182357 0.04111340 -0.03367909
## 236 237 238 239 240
## (Intercept) 0.180565118 0.18614184 0.18619956 0.21097256 0.256584632
## demo$ethnicity1 0.206036666 0.21591392 0.19633901 0.17077014 0.115597116
## demo$ethnicity2 0.002823332 -0.01418186 0.01036836 0.03997142 0.040744303
## demo$ethnicity3 -0.075133808 -0.12152646 -0.04804167 0.02034417 0.064026055
## demo$ethnicity4 -0.085433785 -0.09175727 -0.07964274 -0.03734579 -0.025735822
## demo$ethnicity5 -0.102628635 -0.11111439 -0.08508580 -0.04544180 -0.003942323
## demo$ethnicity6 -0.040421169 -0.04276425 -0.04218984 -0.02245401 -0.014790113
## demo$ethnicity7 0.075040263 0.10747518 0.03809950 -0.08008251 -0.105421841
## demo$ethnicity8 0.063860532 0.09458143 0.04931167 -0.03086905 -0.039178769
## demo$ethnicity9 0.040620658 0.05168756 0.03769437 0.01834106 -0.025738837
## 241 242 243 244 245
## (Intercept) 0.180565118 0.20699071 0.188131129 0.20951716 0.209012287
## demo$ethnicity1 0.206036666 0.17497804 0.209008018 0.21702005 0.176454358
## demo$ethnicity2 0.002823332 0.01602297 -0.004874699 -0.03377994 0.008048861
## demo$ethnicity3 -0.075133808 -0.02205921 -0.110249509 -0.20377004 -0.044029122
## demo$ethnicity4 -0.085433785 -0.08463720 -0.088995121 -0.09346523 -0.068880314
## demo$ethnicity5 -0.102628635 -0.06474981 -0.111553034 -0.12262735 -0.065154712
## demo$ethnicity6 -0.040421169 -0.04318449 -0.040308680 -0.03981857 -0.035411111
## demo$ethnicity7 0.075040263 0.02073206 0.093254152 0.14707198 -0.001282818
## demo$ethnicity8 0.063860532 0.04502627 0.080896111 0.13168167 0.068544992
## demo$ethnicity9 0.040620658 0.02006974 0.055807881 0.08085858 0.026272586
## 246 247 248 249 250
## (Intercept) 0.232505739 0.183006879 0.199567421 0.25067789 0.188698651
## demo$ethnicity1 0.139149527 0.210295092 0.192115333 0.12857335 0.204603320
## demo$ethnicity2 0.041353103 -0.009723216 0.025100610 0.03417805 0.003116751
## demo$ethnicity3 0.044247029 -0.094956565 -0.038493595 0.05498249 -0.088069720
## demo$ethnicity4 -0.032916320 -0.087013045 -0.071389723 -0.02059304 -0.088418582
## demo$ethnicity5 -0.023679985 -0.103495636 -0.081022700 -0.00860779 -0.109302823
## demo$ethnicity6 -0.017644951 -0.040524151 -0.041716910 -0.01765154 -0.039042878
## demo$ethnicity7 -0.094384192 0.088922945 0.002355656 -0.14210646 0.083231173
## demo$ethnicity8 -0.033264927 0.076989487 0.037231387 -0.02971483 0.071297715
## demo$ethnicity9 -0.001922479 0.047111859 0.036945841 0.01086494 0.047916526
## 251 252 253 254 255
## (Intercept) 0.1985798072 0.19722160 0.18911137 0.19687657 0.18857582
## demo$ethnicity1 0.1869758330 0.21728640 0.19037742 0.21974157 0.19697982
## demo$ethnicity2 0.0007947261 -0.02751245 0.01065926 -0.02759458 0.02048864
## demo$ethnicity3 -0.0452464738 -0.16745970 -0.04341601 -0.17320793 -0.03524248
## demo$ethnicity4 -0.0689497749 -0.09043315 -0.07185149 -0.09104020 -0.06418688
## demo$ethnicity5 -0.0814154264 -0.11290306 -0.08183150 -0.12179759 -0.08496551
## demo$ethnicity6 -0.0395964149 -0.04049325 -0.03386844 -0.04232365 -0.03688343
## demo$ethnicity7 0.0109440023 0.12798165 0.02786976 0.13376859 0.02094799
## demo$ethnicity8 0.0566387555 0.11377883 0.03742655 0.11935153 0.01202723
## demo$ethnicity9 0.0516875846 0.06524301 0.03535027 0.06776041 0.03643905
## 256 257 258 259 260
## (Intercept) 0.18741758 0.20341607 0.20341607 0.20428456 0.4363417540
## demo$ethnicity1 0.21097164 0.21927487 0.21927487 0.21938259 -0.1053539866
## demo$ethnicity2 -0.01487835 -0.03544193 -0.03544193 -0.03507411 0.0005772105
## demo$ethnicity3 -0.11288342 -0.19760212 -0.19760212 -0.20138601 0.1014360237
## demo$ethnicity4 -0.08924205 -0.09205308 -0.09205308 -0.09276436 0.0426498895
## demo$ethnicity5 -0.10562573 -0.11870544 -0.11870544 -0.12001628 0.0576077069
## demo$ethnicity6 -0.04237742 -0.04041273 -0.04041273 -0.03997271 0.0158506174
## demo$ethnicity7 0.09706518 0.14304062 0.14304062 0.14473504 -0.0437491615
## demo$ethnicity8 0.09199497 0.12802077 0.12802077 0.12962031 -0.1086921710
## demo$ethnicity9 0.05162559 0.07688958 0.07688958 0.07856605 -0.0046418060
## 261 262 263 264 265
## (Intercept) 0.180565118 0.187287905 0.181716310 0.321967970 0.41883957
## demo$ethnicity1 0.206036666 0.193735444 0.200670640 0.027821875 -0.11958678
## demo$ethnicity2 0.002823332 0.009501599 0.002272586 0.055813009 0.02745091
## demo$ethnicity3 -0.075133808 -0.045373713 -0.065587278 0.096064817 0.15388771
## demo$ethnicity4 -0.085433785 -0.077630596 -0.082688627 0.008611857 0.06841649
## demo$ethnicity5 -0.102628635 -0.083101909 -0.096742381 0.030364420 0.09372164
## demo$ethnicity6 -0.040421169 -0.041795824 -0.039948129 0.005112218 0.03010489
## demo$ethnicity7 0.075040263 0.033369372 0.063738236 -0.114175762 -0.14191649
## demo$ethnicity8 0.063860532 0.050240570 0.060811528 -0.035667449 -0.06926597
## demo$ethnicity9 0.040620658 0.036891633 0.040397413 -0.094388792 -0.10829470
## 266 267 268 269 270
## (Intercept) 0.20951716 0.191422913 0.20537496 0.225539708 0.18896679
## demo$ethnicity1 0.21702005 0.188065878 0.21925855 0.158769915 0.21308897
## demo$ethnicity2 -0.03377994 -0.001267665 -0.03493756 0.029583767 -0.01700680
## demo$ethnicity3 -0.20377004 -0.045727549 -0.20537496 0.019064609 -0.12435140
## demo$ethnicity4 -0.09346523 -0.074163032 -0.09300735 -0.032611540 -0.08713705
## demo$ethnicity5 -0.12262735 -0.084143036 -0.12088003 -0.035235477 -0.11045825
## demo$ethnicity6 -0.03981857 -0.040789703 -0.03936794 -0.025228591 -0.04177159
## demo$ethnicity7 0.14707198 0.025558219 0.14618754 -0.108518431 0.10465024
## demo$ethnicity8 0.13168167 0.062200541 0.13097944 -0.009793121 0.09175649
## demo$ethnicity9 0.08085858 0.045538732 0.08000219 0.028653624 0.05692714
## 271 272 273 274 275
## (Intercept) 0.187764349 0.202109841 0.210243543 0.20341607 0.24606780
## demo$ethnicity1 0.214291411 0.184294292 0.174428940 0.21927487 0.12941585
## demo$ethnicity2 -0.006970442 0.023746430 0.026049032 -0.03544193 0.03541051
## demo$ethnicity3 -0.123148964 -0.004878007 -0.008854654 -0.19760212 0.04497698
## demo$ethnicity4 -0.089676067 -0.055843976 -0.063154455 -0.09205308 -0.03928580
## demo$ethnicity5 -0.116344400 -0.062352874 -0.063884943 -0.11870544 -0.01895633
## demo$ethnicity6 -0.042312957 -0.040896747 -0.036938374 -0.04041273 -0.02481600
## demo$ethnicity7 0.105852672 -0.036280695 0.001877669 0.14304062 -0.06629252
## demo$ethnicity8 0.092958930 0.004901683 0.006760871 0.12802077 -0.02445045
## demo$ethnicity9 0.050065056 0.039006459 0.017721607 0.07688958 -0.01529087
## 276 277 278 279 280
## (Intercept) 0.204615395 0.180565118 0.18785323 0.185572295 0.32906300
## demo$ethnicity1 0.181788738 0.206036666 0.21657940 0.210302448 0.01028867
## demo$ethnicity2 0.021240876 0.002823332 -0.01475000 -0.003663842 0.03736726
## demo$ethnicity3 -0.007383561 -0.075133808 -0.12974925 -0.104322295 0.13085261
## demo$ethnicity4 -0.053411259 -0.085433785 -0.09365272 -0.086685115 0.03354185
## demo$ethnicity5 -0.064709429 -0.102628635 -0.11438148 -0.112071270 0.06167298
## demo$ethnicity6 -0.038325270 -0.040421169 -0.04150553 -0.039123917 0.00432275
## demo$ethnicity7 -0.038786250 0.075040263 0.11172483 0.092688574 -0.19981130
## demo$ethnicity8 0.016113550 0.063860532 0.09857571 0.080469835 -0.05692097
## demo$ethnicity9 0.036500905 0.040620658 0.05576859 0.047202946 -0.06030012
## 281 282 283 284 285
## (Intercept) 0.210300830 0.18630037 0.184296884 0.19110782 0.19771077
## demo$ethnicity1 0.175166230 0.21208885 0.195194238 0.21904302 0.21679723
## demo$ethnicity2 0.029585948 -0.01063614 0.002753295 -0.02055956 -0.01903740
## demo$ethnicity3 0.012314011 -0.11176621 -0.060920261 -0.14893914 -0.15604410
## demo$ethnicity4 -0.054125257 -0.08991168 -0.079214630 -0.09106911 -0.09259418
## demo$ethnicity5 -0.049918318 -0.10925937 -0.093393081 -0.11897433 -0.12311301
## demo$ethnicity6 -0.040306804 -0.03849577 -0.038385129 -0.04119779 -0.04059714
## demo$ethnicity7 -0.070404457 0.09818238 0.054235226 0.12294177 0.12749248
## demo$ethnicity8 0.005616795 0.08568722 0.062279221 0.10918861 0.11328966
## demo$ethnicity9 0.032473319 0.05243848 0.038422167 0.05714162 0.06154605
## 286 287 288 289 290
## (Intercept) 0.18606076 0.19431485 0.20341607 0.19747433 0.19879912
## demo$ethnicity1 0.19496259 0.21128660 0.21927487 0.18449442 0.21245857
## demo$ethnicity2 0.01072874 -0.02295024 -0.03544193 0.01553935 -0.02845862
## demo$ethnicity3 -0.04414657 -0.13943680 -0.19760212 -0.01254283 -0.15976008
## demo$ethnicity4 -0.06729216 -0.09001724 -0.09205308 -0.06091046 -0.08583436
## demo$ethnicity5 -0.09061623 -0.10383324 -0.11870544 -0.06938919 -0.11332098
## demo$ethnicity6 -0.04059334 -0.04037385 -0.04041273 -0.04563735 -0.04245464
## demo$ethnicity7 0.03459652 0.10820616 0.14304062 -0.01925651 0.11807331
## demo$ethnicity8 0.03849755 0.10219534 0.12802077 0.02630822 0.11614879
## demo$ethnicity9 0.03811878 0.06044887 0.07688958 0.04274402 0.06518963
## 291 292 293 294 295
## (Intercept) 0.20951716 0.19065987 0.20951716 0.180789841 0.19729560
## demo$ethnicity1 0.21702005 0.21377276 0.21702005 0.203018941 0.21827303
## demo$ethnicity2 -0.03377994 -0.01755664 -0.03377994 0.003001387 -0.02779943
## demo$ethnicity3 -0.20377004 -0.13255589 -0.20377004 -0.068249649 -0.17058937
## demo$ethnicity4 -0.09346523 -0.08906376 -0.09346523 -0.083893736 -0.09098395
## demo$ethnicity5 -0.12262735 -0.11372870 -0.12262735 -0.098750461 -0.11412213
## demo$ethnicity6 -0.03981857 -0.04051917 -0.03981857 -0.040467634 -0.04034657
## demo$ethnicity7 0.14707198 0.10891819 0.14707198 0.068078937 0.13063963
## demo$ethnicity8 0.13168167 0.09576907 0.13168167 0.059733366 0.11632882
## demo$ethnicity9 0.08085858 0.06097477 0.08085858 0.041017125 0.06466139
## 296 297 298 299 300
## (Intercept) 0.189072516 0.18958993 0.47643582 0.20547317 0.20951716
## demo$ethnicity1 0.208816626 0.20304238 -0.21151188 0.21218353 0.21702005
## demo$ethnicity2 -0.003120972 0.01181580 0.01907055 -0.03640650 -0.03377994
## demo$ethnicity3 -0.094135807 -0.07061887 0.16337461 -0.18482420 -0.20377004
## demo$ethnicity4 -0.076726746 -0.07555777 0.08684135 -0.08699382 -0.09346523
## demo$ethnicity5 -0.104957497 -0.10477333 0.10983518 -0.11038842 -0.12262735
## demo$ethnicity6 -0.039673206 -0.03989394 0.03585072 -0.04053712 -0.03981857
## demo$ethnicity7 0.076414210 0.05927885 -0.10453499 0.12786016 0.14707198
## demo$ethnicity8 0.064775158 0.04841755 -0.12827348 0.12503066 0.13168167
## demo$ethnicity9 0.050281383 0.04616804 -0.04654898 0.07453262 0.08085858
## 301 302 303 304 305
## (Intercept) 0.20951716 0.189869586 0.180349869 0.20428456 0.18504108
## demo$ethnicity1 0.21702005 0.191153762 0.204863760 0.21938259 0.20193065
## demo$ethnicity2 -0.03377994 -0.002658627 0.003241184 -0.03507411 0.01084571
## demo$ethnicity3 -0.20377004 -0.047955395 -0.071375510 -0.20138601 -0.05800525
## demo$ethnicity4 -0.09346523 -0.075749984 -0.084786401 -0.09276436 -0.08250888
## demo$ethnicity5 -0.12262735 -0.085683591 -0.101225056 -0.12001628 -0.09126956
## demo$ethnicity6 -0.03981857 -0.041987887 -0.040554036 -0.03997271 -0.04267265
## demo$ethnicity7 0.14707198 0.030787691 0.071902383 0.14473504 0.04998196
## demo$ethnicity8 0.13168167 0.061664490 0.060880624 0.12962031 0.05255959
## demo$ethnicity9 0.08085858 0.046747763 0.041147749 0.07856605 0.03797633
## 306 307 308 309 310
## (Intercept) 0.19065987 0.18785323 0.273510460 0.193201092 0.257455305
## demo$ethnicity1 0.21377276 0.21657940 0.087160400 0.201394673 0.104934930
## demo$ethnicity2 -0.01755664 -0.01475000 0.046115767 -0.006024579 0.049050186
## demo$ethnicity3 -0.13255589 -0.12974925 0.088694265 -0.108561594 0.094107195
## demo$ethnicity4 -0.08906376 -0.09365272 0.002223116 -0.082469849 0.006808395
## demo$ethnicity5 -0.11372870 -0.11438148 0.019399774 -0.106524852 0.018656264
## demo$ethnicity6 -0.04051917 -0.04150553 -0.005950602 -0.039373165 -0.005673691
## demo$ethnicity7 0.10891819 0.11172483 -0.200339728 0.081908078 -0.257455305
## demo$ethnicity8 0.09576907 0.09857571 -0.033716163 0.092539555 -0.027452852
## demo$ethnicity9 0.06097477 0.05576859 -0.010476090 0.047045466 0.005425692
## 311 312
## (Intercept) 0.180789841 0.2317569081
## demo$ethnicity1 0.203018941 0.1582502579
## demo$ethnicity2 0.003001387 0.0087268152
## demo$ethnicity3 -0.068249649 -0.0004401821
## demo$ethnicity4 -0.083893736 -0.0436405268
## demo$ethnicity5 -0.098750461 -0.0429091915
## demo$ethnicity6 -0.040467634 -0.0354431560
## demo$ethnicity7 0.068078937 -0.0485108348
## demo$ethnicity8 0.059733366 0.0230116903
## demo$ethnicity9 0.041017125 0.0216038376
##
## $f.perms
## [,1]
## [1,] 0.8190783
## [2,] 0.6213975
## [3,] 0.4184058
## [4,] 0.8793733
## [5,] 0.8144082
## [6,] 1.0227164
## [7,] 0.8572552
## [8,] 0.4097814
## [9,] 1.9780304
## [10,] 1.1333159
## [11,] 0.4410350
## [12,] 0.6625303
## [13,] 1.3690243
## [14,] 0.4474042
## [15,] 1.1227222
## [16,] 1.2232748
## [17,] 1.2017311
## [18,] 1.3782864
## [19,] 0.5736134
## [20,] 0.6148679
## [21,] 0.3641300
## [22,] 0.5489353
## [23,] 0.5352022
## [24,] 1.4086219
## [25,] 0.9589110
## [26,] 0.4716355
## [27,] 0.7633622
## [28,] 1.2036963
## [29,] 1.1632265
## [30,] 1.2058609
## [31,] 0.4682882
## [32,] 0.5193332
## [33,] 1.8329489
## [34,] 0.5138193
## [35,] 0.9604025
## [36,] 2.1767330
## [37,] 2.0935718
## [38,] 1.7140421
## [39,] 0.7901332
## [40,] 1.5142415
## [41,] 1.8659845
## [42,] 0.4613561
## [43,] 2.4887107
## [44,] 0.7654835
## [45,] 0.4270055
## [46,] 0.5522678
## [47,] 1.1386043
## [48,] 1.5736528
## [49,] 0.6898327
## [50,] 0.8590239
## [51,] 1.8904704
## [52,] 0.7310624
## [53,] 0.3646645
## [54,] 1.0056475
## [55,] 0.6920788
## [56,] 0.6617338
## [57,] 0.7438039
## [58,] 0.8118233
## [59,] 0.6762643
## [60,] 0.3711504
## [61,] 0.9447732
## [62,] 0.4329818
## [63,] 0.6125161
## [64,] 1.0897170
## [65,] 2.0849070
## [66,] 0.7608832
## [67,] 0.9446173
## [68,] 0.7616622
## [69,] 0.5587426
## [70,] 1.3506802
## [71,] 1.2125522
## [72,] 0.8143561
## [73,] 1.6880183
## [74,] 0.8523714
## [75,] 1.1756689
## [76,] 0.7213101
## [77,] 0.5229613
## [78,] 1.5547018
## [79,] 0.6064684
## [80,] 1.0412713
## [81,] 1.5357910
## [82,] 2.7306956
## [83,] 0.1854589
## [84,] 0.6170640
## [85,] 0.4069137
## [86,] 0.9300548
## [87,] 0.5884391
## [88,] 0.9120699
## [89,] 0.8501898
## [90,] 0.5350678
## [91,] 1.1631202
## [92,] 0.5178975
## [93,] 2.5445092
## [94,] 1.5288023
## [95,] 2.6366524
## [96,] 0.6111919
## [97,] 2.1255343
## [98,] 0.4935671
## [99,] 0.6684714
## [100,] 1.6888178
## [101,] 0.7627305
## [102,] 1.0020788
## [103,] 0.4661232
## [104,] 1.3422523
## [105,] 0.8421337
## [106,] 0.7578516
## [107,] 1.7980538
## [108,] 0.9679787
## [109,] 0.4586852
## [110,] 1.0386259
## [111,] 1.8629422
## [112,] 0.4956454
## [113,] 1.4172434
## [114,] 0.3775522
## [115,] 1.2694036
## [116,] 0.6925956
## [117,] 2.3574722
## [118,] 0.6679944
## [119,] 1.0130569
## [120,] 1.4500902
## [121,] 0.5041732
## [122,] 0.4383807
## [123,] 1.7093103
## [124,] 1.6907198
## [125,] 2.0075362
## [126,] 0.9563830
## [127,] 0.4986319
## [128,] 1.2496001
## [129,] 0.6717187
## [130,] 0.3006760
## [131,] 0.4848534
## [132,] 1.0672863
## [133,] 2.1368562
## [134,] 1.3548986
## [135,] 0.5387576
## [136,] 0.6124350
## [137,] 1.7332402
## [138,] 1.1472205
## [139,] 0.8741249
## [140,] 0.8049481
## [141,] 2.4782448
## [142,] 1.3283882
## [143,] 1.3013540
## [144,] 1.7361925
## [145,] 1.9282705
## [146,] 1.1920719
## [147,] 1.0020692
## [148,] 0.6867409
## [149,] 1.8158838
## [150,] 1.1250636
## [151,] 2.4709205
## [152,] 1.5989838
## [153,] 0.4368946
## [154,] 0.7433338
## [155,] 0.6491264
## [156,] 0.7847092
## [157,] 0.5459989
## [158,] 0.9154804
## [159,] 0.9236464
## [160,] 0.6512323
## [161,] 1.1339891
## [162,] 0.4637408
## [163,] 0.7669544
## [164,] 0.7087752
## [165,] 0.5598909
## [166,] 0.5615008
## [167,] 0.6463548
## [168,] 0.8881495
## [169,] 0.9896129
## [170,] 0.6705288
## [171,] 0.5272788
## [172,] 1.1280045
## [173,] 0.6277544
## [174,] 0.7252392
## [175,] 1.9876796
## [176,] 0.7248542
## [177,] 0.3002970
## [178,] 0.4161495
## [179,] 2.1342302
## [180,] 0.8375884
## [181,] 1.0349356
## [182,] 1.1010626
## [183,] 0.6145427
## [184,] 0.8105446
## [185,] 0.6438554
## [186,] 0.7171313
## [187,] 0.8169673
## [188,] 0.6332683
## [189,] 2.6127294
## [190,] 0.5060076
## [191,] 0.7682669
## [192,] 0.7704590
## [193,] 0.6036396
## [194,] 1.9526588
## [195,] 0.7699435
## [196,] 1.6636709
## [197,] 0.4435620
## [198,] 0.6908563
## [199,] 1.6678301
## [200,] 0.3987761
## [201,] 1.4566074
## [202,] 2.3594920
## [203,] 0.4157082
## [204,] 0.6491698
## [205,] 2.1896177
## [206,] 1.8631447
## [207,] 1.0193664
## [208,] 1.4504273
## [209,] 0.7833077
## [210,] 0.5179390
## [211,] 0.7882175
## [212,] 0.6522164
## [213,] 0.3802478
## [214,] 0.9904631
## [215,] 1.9638609
## [216,] 0.6410963
## [217,] 0.6061919
## [218,] 1.3247473
## [219,] 0.3940489
## [220,] 1.8709718
## [221,] 1.4501861
## [222,] 3.0562124
## [223,] 0.9981121
## [224,] 1.5287501
## [225,] 0.5235580
## [226,] 0.5282336
## [227,] 1.1637890
## [228,] 0.6075111
## [229,] 0.7083908
## [230,] 1.2896846
## [231,] 0.7006722
## [232,] 0.8834942
## [233,] 1.0335980
## [234,] 0.4701777
## [235,] 1.5959242
## [236,] 0.7691366
## [237,] 1.4837395
## [238,] 0.4699448
## [239,] 2.2178485
## [240,] 0.8961082
## [241,] 2.0846258
## [242,] 0.9536449
## [243,] 0.4665026
## [244,] 0.6705304
## [245,] 0.6984328
## [246,] 0.6253294
## [247,] 0.7167982
## [248,] 2.2772986
## [249,] 0.7185736
## [250,] 0.8275139
## [251,] 0.7127568
## [252,] 1.2165966
## [253,] 2.6276849
## [254,] 0.6642048
## [255,] 0.4477315
## [256,] 0.6270084
## [257,] 0.8222448
## [258,] 0.5212641
## [259,] 0.7302220
## [260,] 1.5892615
## [261,] 0.7296564
## [262,] 2.2546017
## [263,] 0.4802942
## [264,] 0.9435147
## [265,] 1.8642344
## [266,] 1.3640099
## [267,] 0.5573199
## [268,] 0.8088359
## [269,] 0.4139641
## [270,] 0.3535310
## [271,] 1.1374977
## [272,] 1.6384956
## [273,] 0.4439450
## [274,] 1.9312635
## [275,] 0.6052794
## [276,] 2.0492254
## [277,] 0.6877103
## [278,] 0.7023065
## [279,] 1.5374392
## [280,] 0.3796729
## [281,] 0.6175301
## [282,] 1.4297307
## [283,] 0.4427733
## [284,] 1.1060244
## [285,] 0.6094327
## [286,] 2.5513413
## [287,] 0.4482500
## [288,] 2.4749228
## [289,] 1.0778454
## [290,] 1.4933536
## [291,] 1.9621513
## [292,] 0.5371211
## [293,] 1.0457289
## [294,] 0.8924093
## [295,] 1.2311613
## [296,] 0.6561365
## [297,] 1.9661542
## [298,] 0.5170181
## [299,] 0.5905996
## [300,] 1.9582620
## [301,] 1.0068760
## [302,] 0.4152388
## [303,] 1.3071821
## [304,] 0.8060514
## [305,] 0.8106930
## [306,] 1.0423182
## [307,] 2.0033265
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## [995,] 1.4693944
## [996,] 1.3130719
## [997,] 0.6140399
## [998,] 1.8639542
## [999,] 0.6372194
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
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##
## $terms
## se ~ demo$ethnicity
## attr(,"variables")
## list(se, demo$ethnicity)
## attr(,"factors")
## demo$ethnicity
## se 0
## demo$ethnicity 1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Self-Efficacy
across ethnicity.
Grade Motivation
Now, Grade Motivation:
And an Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 1.2175 0.135278 7.201 0.17668 0.001 ***
## Residuals 302 5.6734 0.018786 0.82332
## Total 311 6.8909 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = gm ~ demo$ethnicity)
##
## $coefficients
## gm1 gm2 gm3 gm4 gm5
## (Intercept) 3.7199774 3.7797536 3.7483423 3.7239135 3.2959914
## demo$ethnicity1 -1.1199774 -1.1797536 -0.9483423 -1.1239135 -0.2959914
## demo$ethnicity2 0.2800226 0.4702464 0.2516577 0.2760865 0.7040086
## demo$ethnicity3 1.2800226 1.2202464 1.2516577 1.2760865 -0.2959914
## demo$ethnicity4 0.9466893 0.9980242 0.8072133 0.9427532 0.8151197
## demo$ethnicity5 1.0578004 0.7758020 0.9183244 0.8316421 0.5928975
## demo$ethnicity6 0.6917873 0.5731876 0.7810695 0.6878512 0.2334204
## demo$ethnicity7 -2.7199774 -2.7797536 -2.7483423 -2.7239135 -2.2959914
## demo$ethnicity8 -0.3866441 -0.1130869 -0.4150090 -0.3905802 -0.2959914
## demo$ethnicity9 -0.9699774 -0.7797536 -0.7483423 -0.7239135 0.2040086
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.20152024 0.20939808 0.194934544 0.194934544 0.195560473
## demo$ethnicity1 0.16150567 0.14516977 0.160181572 0.160181572 0.159615180
## demo$ethnicity2 -0.07263825 -0.06530538 -0.054011508 -0.054011508 -0.042151383
## demo$ethnicity3 -0.15985357 -0.11848899 -0.173657948 -0.173657948 -0.195560473
## demo$ethnicity4 -0.15155012 -0.12336345 -0.147028029 -0.147028029 -0.139694995
## demo$ethnicity5 -0.14190034 -0.12799694 -0.141925599 -0.141925599 -0.134772074
## demo$ethnicity6 -0.09498935 -0.07569774 -0.098214422 -0.098214422 -0.093889552
## demo$ethnicity7 0.46514643 0.40598654 0.460237870 0.460237870 0.447296669
## demo$ethnicity8 0.02207365 -0.03614226 0.009833051 0.009833051 0.004241114
## demo$ethnicity9 0.11087347 0.10785387 0.121474041 0.121474041 0.124861259
## 6 7 8 9 10
## (Intercept) 0.21193935 0.20426242 0.20152024 0.194934544 0.20152024
## demo$ethnicity1 0.15174695 0.15074416 0.16150567 0.160181572 0.16150567
## demo$ethnicity2 -0.08125753 -0.06115567 -0.07263825 -0.054011508 -0.07263825
## demo$ethnicity3 -0.12498282 -0.13759576 -0.15985357 -0.173657948 -0.15985357
## demo$ethnicity4 -0.14217025 -0.13145604 -0.15155012 -0.147028029 -0.15155012
## demo$ethnicity5 -0.12709914 -0.13606476 -0.14190034 -0.141925599 -0.14190034
## demo$ethnicity6 -0.07677265 -0.08422659 -0.09498935 -0.098214422 -0.09498935
## demo$ethnicity7 0.43091780 0.42536720 0.46514643 0.460237870 0.46514643
## demo$ethnicity8 -0.01213776 -0.02493572 0.02207365 0.009833051 0.02207365
## demo$ethnicity9 0.10848239 0.12015190 0.11087347 0.121474041 0.11087347
## 11 12 13 14 15
## (Intercept) 0.20152024 0.20152024 0.194934544 0.20152024 0.20152024
## demo$ethnicity1 0.16150567 0.16150567 0.160181572 0.16150567 0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.07263825 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.15985357 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.15155012 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.14190034 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.09498935 -0.09498935
## demo$ethnicity7 0.46514643 0.46514643 0.460237870 0.46514643 0.46514643
## demo$ethnicity8 0.02207365 0.02207365 0.009833051 0.02207365 0.02207365
## demo$ethnicity9 0.11087347 0.11087347 0.121474041 0.11087347 0.11087347
## 16 17 18 19 20
## (Intercept) 0.21514315 0.20152024 0.21459064 0.195560473 0.20998705
## demo$ethnicity1 0.13753354 0.16150567 0.13921999 0.159615180 0.14382358
## demo$ethnicity2 -0.05687512 -0.07263825 -0.06960419 -0.042151383 -0.05280548
## demo$ethnicity3 -0.11990505 -0.15985357 -0.09831157 -0.195560473 -0.14021961
## demo$ethnicity4 -0.11067278 -0.15155012 -0.11981588 -0.139694995 -0.11464975
## demo$ethnicity5 -0.10508403 -0.14190034 -0.11400392 -0.134772074 -0.11973625
## demo$ethnicity6 -0.05498860 -0.09498935 -0.06092263 -0.093889552 -0.07033760
## demo$ethnicity7 0.36819018 0.46514643 0.38540936 0.447296669 0.39001295
## demo$ethnicity8 -0.07170529 0.02207365 -0.06373383 0.004241114 -0.04325723
## demo$ethnicity9 0.10923548 0.11087347 0.10628478 0.124861259 0.11088837
## 21 22 23 24 25
## (Intercept) 0.20152024 0.20152024 0.20506068 0.28553494 0.194934544
## demo$ethnicity1 0.16150567 0.16150567 0.14994590 0.07097101 0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.06195393 -0.05284264 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.13839402 -0.04229170 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.13708521 -0.04426204 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12664455 -0.06131045 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.07960935 -0.01121642 -0.098214422
## demo$ethnicity7 0.46514643 0.46514643 0.42456895 0.18814927 0.460237870
## demo$ethnicity8 0.02207365 0.02207365 -0.02573398 -0.08849205 0.009833051
## demo$ethnicity9 0.11087347 0.11087347 0.11935365 0.07633126 0.121474041
## 26 27 28 29 30
## (Intercept) 0.48757771 0.21554850 0.21644331 0.20152024 0.20662218
## demo$ethnicity1 -0.15887423 0.15281245 0.14725893 0.16150567 0.15682727
## demo$ethnicity2 0.08293511 -0.04764628 -0.08496446 -0.07263825 -0.07681026
## demo$ethnicity3 0.15527943 -0.17009395 -0.10533220 -0.15985357 -0.14279239
## demo$ethnicity4 0.14869939 -0.12252086 -0.13376038 -0.15155012 -0.14462977
## demo$ethnicity5 0.14126508 -0.12849840 -0.12331972 -0.14190034 -0.13469642
## demo$ethnicity6 0.08785717 -0.08719257 -0.06745205 -0.09498935 -0.08741909
## demo$ethnicity7 -0.48757771 0.39983612 0.41318632 0.46514643 0.44855023
## demo$ethnicity8 0.01198137 -0.01012214 -0.03711660 0.02207365 0.01263817
## demo$ethnicity9 -0.11545128 0.13067171 0.10797102 0.11087347 0.09936974
## 31 32 33 34
## (Intercept) 0.195560473 0.3740498170 0.195560473 0.194934544
## demo$ethnicity1 0.159615180 -0.0565861042 0.159615180 0.160181572
## demo$ethnicity2 -0.042151383 0.0007179849 -0.042151383 -0.054011508
## demo$ethnicity3 -0.195560473 0.0634501830 -0.195560473 -0.173657948
## demo$ethnicity4 -0.139694995 0.0551193254 -0.139694995 -0.147028029
## demo$ethnicity5 -0.134772074 0.0457342167 -0.134772074 -0.141925599
## demo$ethnicity6 -0.093889552 0.0485699148 -0.093889552 -0.098214422
## demo$ethnicity7 0.447296669 -0.0883355313 0.447296669 0.460237870
## demo$ethnicity8 0.004241114 -0.1152172517 0.004241114 0.009833051
## demo$ethnicity9 0.124861259 -0.0088378231 0.124861259 0.121474041
## 35 36 37 38 39
## (Intercept) 0.195560473 0.20152024 0.195560473 0.195560473 0.48757771
## demo$ethnicity1 0.159615180 0.16150567 0.159615180 0.159615180 -0.15887423
## demo$ethnicity2 -0.042151383 -0.07263825 -0.042151383 -0.042151383 0.08293511
## demo$ethnicity3 -0.195560473 -0.15985357 -0.195560473 -0.195560473 0.15527943
## demo$ethnicity4 -0.139694995 -0.15155012 -0.139694995 -0.139694995 0.14869939
## demo$ethnicity5 -0.134772074 -0.14190034 -0.134772074 -0.134772074 0.14126508
## demo$ethnicity6 -0.093889552 -0.09498935 -0.093889552 -0.093889552 0.08785717
## demo$ethnicity7 0.447296669 0.46514643 0.447296669 0.447296669 -0.48757771
## demo$ethnicity8 0.004241114 0.02207365 0.004241114 0.004241114 0.01198137
## demo$ethnicity9 0.124861259 0.11087347 0.124861259 0.124861259 -0.11545128
## 40 41 42 43 44
## (Intercept) 0.20152024 0.195560473 0.20152024 0.194934544 0.194934544
## demo$ethnicity1 0.16150567 0.159615180 0.16150567 0.160181572 0.160181572
## demo$ethnicity2 -0.07263825 -0.042151383 -0.07263825 -0.054011508 -0.054011508
## demo$ethnicity3 -0.15985357 -0.195560473 -0.15985357 -0.173657948 -0.173657948
## demo$ethnicity4 -0.15155012 -0.139694995 -0.15155012 -0.147028029 -0.147028029
## demo$ethnicity5 -0.14190034 -0.134772074 -0.14190034 -0.141925599 -0.141925599
## demo$ethnicity6 -0.09498935 -0.093889552 -0.09498935 -0.098214422 -0.098214422
## demo$ethnicity7 0.46514643 0.447296669 0.46514643 0.460237870 0.460237870
## demo$ethnicity8 0.02207365 0.004241114 0.02207365 0.009833051 0.009833051
## demo$ethnicity9 0.11087347 0.124861259 0.11087347 0.121474041 0.121474041
## 45 46 47 48 49
## (Intercept) 0.20152024 0.26717920 0.22185496 0.357124557 0.195560473
## demo$ethnicity1 0.16150567 0.07555850 0.14160177 -0.027946219 0.159615180
## demo$ethnicity2 -0.07263825 -0.05051253 -0.08966702 -0.004129165 -0.042151383
## demo$ethnicity3 -0.15985357 -0.05665288 -0.08549133 0.036814837 -0.195560473
## demo$ethnicity4 -0.15155012 -0.06557817 -0.12571932 0.028270005 -0.139694995
## demo$ethnicity5 -0.14190034 -0.06038742 -0.11495558 0.027897276 -0.134772074
## demo$ethnicity6 -0.09498935 -0.01521833 -0.05853596 0.032892991 -0.093889552
## demo$ethnicity7 0.46514643 0.23282080 0.39352965 -0.023791223 0.447296669
## demo$ethnicity8 0.02207365 -0.08156712 -0.04859915 -0.111132421 0.004241114
## demo$ethnicity9 0.11087347 0.06892220 0.09539699 0.009822222 0.124861259
## 50 51 52 53 54
## (Intercept) 0.19987250 0.40125832 0.21514315 0.20152024 0.45300775
## demo$ethnicity1 0.15530315 -0.12350274 0.13753354 0.16150567 -0.16367386
## demo$ethnicity2 -0.05782704 0.05171974 -0.05687512 -0.07263825 0.08608275
## demo$ethnicity3 -0.15639424 0.08261265 -0.11990505 -0.15985357 0.13319914
## demo$ethnicity4 -0.14449337 0.07456693 -0.11067278 -0.15155012 0.12600597
## demo$ethnicity5 -0.12942226 0.07560561 -0.10508403 -0.14190034 0.11789309
## demo$ethnicity6 -0.08511917 0.05962593 -0.05498860 -0.09498935 0.07717320
## demo$ethnicity7 0.44298464 -0.17048909 0.36819018 0.46514643 -0.36209866
## demo$ethnicity8 -0.01488573 -0.05107677 -0.07170529 0.02207365 -0.02253156
## demo$ethnicity9 0.12054923 -0.07311147 0.10923548 0.11087347 -0.10782390
## 55 56 57 58 59
## (Intercept) 0.195560473 0.200655646 0.20410986 0.195560473 0.195560473
## demo$ethnicity1 0.159615180 0.154350937 0.15089672 0.159615180 0.159615180
## demo$ethnicity2 -0.042151383 -0.045920985 -0.06100311 -0.042151383 -0.042151383
## demo$ethnicity3 -0.195560473 -0.178433424 -0.13744320 -0.195560473 -0.195560473
## demo$ethnicity4 -0.139694995 -0.132170247 -0.13613440 -0.139694995 -0.139694995
## demo$ethnicity5 -0.134772074 -0.132116060 -0.12569374 -0.134772074 -0.134772074
## demo$ethnicity6 -0.093889552 -0.088584545 -0.07598473 -0.093889552 -0.093889552
## demo$ethnicity7 0.447296669 0.428973984 0.42551976 0.447296669 0.447296669
## demo$ethnicity8 0.004241114 -0.006177425 -0.03993467 0.004241114 0.004241114
## demo$ethnicity9 0.124861259 0.123758684 0.12030446 0.124861259 0.124861259
## 60 61 62 63 64
## (Intercept) 0.368783312 0.20152024 0.19987250 0.23110859 0.194934544
## demo$ethnicity1 -0.039604974 0.16150567 0.15530315 0.13537215 0.160181572
## demo$ethnicity2 0.009212080 -0.07263825 -0.05782704 -0.05905390 -0.054011508
## demo$ethnicity3 0.025156082 -0.15985357 -0.15639424 -0.10915737 -0.173657948
## demo$ethnicity4 0.024547758 -0.15155012 -0.14449337 -0.09948020 -0.147028029
## demo$ethnicity5 0.025497779 -0.14190034 -0.12942226 -0.10032473 -0.141925599
## demo$ethnicity6 0.021234235 -0.09498935 -0.08511917 -0.05254716 -0.098214422
## demo$ethnicity7 -0.035449979 0.46514643 0.44298464 0.33410880 0.460237870
## demo$ethnicity8 -0.052615738 0.02207365 -0.01488573 -0.07765514 0.009833051
## demo$ethnicity9 -0.001836533 0.11087347 0.12054923 0.11660772 0.121474041
## 65 66 67 68 69
## (Intercept) 0.19987250 0.2000224956 0.20152024 0.19987250 0.20152024
## demo$ethnicity1 0.15530315 0.1551531583 0.16150567 0.15530315 0.16150567
## demo$ethnicity2 -0.05782704 -0.0579770410 -0.07263825 -0.05782704 -0.07263825
## demo$ethnicity3 -0.15639424 -0.1565442347 -0.15985357 -0.15639424 -0.15985357
## demo$ethnicity4 -0.14449337 -0.1399152352 -0.15155012 -0.14449337 -0.15155012
## demo$ethnicity5 -0.12942226 -0.1395610369 -0.14190034 -0.12942226 -0.14190034
## demo$ethnicity6 -0.08511917 -0.0931770667 -0.09498935 -0.08511917 -0.09498935
## demo$ethnicity7 0.44298464 0.4428346473 0.46514643 0.44298464 0.46514643
## demo$ethnicity8 -0.01488573 -0.0002209083 0.02207365 -0.01488573 0.02207365
## demo$ethnicity9 0.12054923 0.1203992369 0.11087347 0.12054923 0.11087347
## 70 71 72 73 74
## (Intercept) 0.195560473 0.194934544 0.20924288 0.20152024 0.195560473
## demo$ethnicity1 0.159615180 0.160181572 0.14532497 0.16150567 0.159615180
## demo$ethnicity2 -0.042151383 -0.054011508 -0.06515018 -0.07263825 -0.042151383
## demo$ethnicity3 -0.195560473 -0.173657948 -0.11833379 -0.15985357 -0.195560473
## demo$ethnicity4 -0.139694995 -0.147028029 -0.12814652 -0.15155012 -0.139694995
## demo$ethnicity5 -0.134772074 -0.141925599 -0.11738278 -0.14190034 -0.134772074
## demo$ethnicity6 -0.093889552 -0.098214422 -0.06726332 -0.09498935 -0.093889552
## demo$ethnicity7 0.447296669 0.460237870 0.40614174 0.46514643 0.447296669
## demo$ethnicity8 0.004241114 0.009833051 -0.05149094 0.02207365 0.004241114
## demo$ethnicity9 0.124861259 0.121474041 0.10800907 0.11087347 0.124861259
## 75 76 77 78 79
## (Intercept) 0.20152024 0.20152024 0.195560473 0.195560473 0.21180736
## demo$ethnicity1 0.16150567 0.16150567 0.159615180 0.159615180 0.14276048
## demo$ethnicity2 -0.07263825 -0.07263825 -0.042151383 -0.042151383 -0.04390514
## demo$ethnicity3 -0.15985357 -0.15985357 -0.195560473 -0.195560473 -0.16635282
## demo$ethnicity4 -0.15155012 -0.15155012 -0.139694995 -0.139694995 -0.12941600
## demo$ethnicity5 -0.14190034 -0.14190034 -0.134772074 -0.134772074 -0.11429830
## demo$ethnicity6 -0.09498935 -0.09498935 -0.093889552 -0.093889552 -0.07237110
## demo$ethnicity7 0.46514643 0.46514643 0.447296669 0.447296669 0.40357725
## demo$ethnicity8 0.02207365 0.02207365 0.004241114 0.004241114 -0.02188488
## demo$ethnicity9 0.11087347 0.11087347 0.124861259 0.124861259 0.11655570
## 80 81 82 83 84
## (Intercept) 0.195560473 0.195560473 0.21549175 0.2000224956 0.20571369
## demo$ethnicity1 0.159615180 0.159615180 0.13907610 0.1551531583 0.14885415
## demo$ethnicity2 -0.042151383 -0.042151383 -0.05949429 -0.0579770410 -0.04971623
## demo$ethnicity3 -0.195560473 -0.195560473 -0.12458266 -0.1565442347 -0.16025915
## demo$ethnicity4 -0.139694995 -0.139694995 -0.12869738 -0.1399152352 -0.12408206
## demo$ethnicity5 -0.134772074 -0.134772074 -0.11834064 -0.1395610369 -0.12395460
## demo$ethnicity6 -0.093889552 -0.093889552 -0.06790677 -0.0931770667 -0.08016206
## demo$ethnicity7 0.447296669 0.447296669 0.39989287 0.4428346473 0.40967092
## demo$ethnicity8 0.004241114 0.004241114 -0.04107314 -0.0002209083 -0.01695400
## demo$ethnicity9 0.124861259 0.124861259 0.11287131 0.1203992369 0.11153826
## 85 86 87 88 89
## (Intercept) 0.20152024 0.194934544 0.200655646 0.48757771 0.194934544
## demo$ethnicity1 0.16150567 0.160181572 0.154350937 -0.15887423 0.160181572
## demo$ethnicity2 -0.07263825 -0.054011508 -0.045920985 0.08293511 -0.054011508
## demo$ethnicity3 -0.15985357 -0.173657948 -0.178433424 0.15527943 -0.173657948
## demo$ethnicity4 -0.15155012 -0.147028029 -0.132170247 0.14869939 -0.147028029
## demo$ethnicity5 -0.14190034 -0.141925599 -0.132116060 0.14126508 -0.141925599
## demo$ethnicity6 -0.09498935 -0.098214422 -0.088584545 0.08785717 -0.098214422
## demo$ethnicity7 0.46514643 0.460237870 0.428973984 -0.48757771 0.460237870
## demo$ethnicity8 0.02207365 0.009833051 -0.006177425 0.01198137 0.009833051
## demo$ethnicity9 0.11087347 0.121474041 0.123758684 -0.11545128 0.121474041
## 90 91 92 93 94
## (Intercept) 0.23883276 0.194934544 0.20152024 0.194934544 0.21459064
## demo$ethnicity1 0.11226337 0.160181572 0.16150567 0.160181572 0.13921999
## demo$ethnicity2 -0.06677807 -0.054011508 -0.07263825 -0.054011508 -0.06960419
## demo$ethnicity3 -0.06810105 -0.173657948 -0.15985357 -0.173657948 -0.09831157
## demo$ethnicity4 -0.10253710 -0.147028029 -0.15155012 -0.147028029 -0.11981588
## demo$ethnicity5 -0.09720879 -0.141925599 -0.14190034 -0.141925599 -0.11400392
## demo$ethnicity6 -0.04253384 -0.098214422 -0.09498935 -0.098214422 -0.06092263
## demo$ethnicity7 0.32638464 0.460237870 0.46514643 0.460237870 0.38540936
## demo$ethnicity8 -0.06736128 0.009833051 0.02207365 0.009833051 -0.06373383
## demo$ethnicity9 0.08888355 0.121474041 0.11087347 0.121474041 0.10628478
## 95 96 97 98 99
## (Intercept) 0.24673478 0.20152024 0.20152024 0.45300775 0.194934544
## demo$ethnicity1 0.11524423 0.16150567 0.16150567 -0.16367386 0.160181572
## demo$ethnicity2 -0.08846676 -0.07263825 -0.07263825 0.08608275 -0.054011508
## demo$ethnicity3 -0.05625859 -0.15985357 -0.15985357 0.13319914 -0.173657948
## demo$ethnicity4 -0.10392042 -0.15155012 -0.15155012 0.12600597 -0.147028029
## demo$ethnicity5 -0.09936808 -0.14190034 -0.14190034 0.11789309 -0.141925599
## demo$ethnicity6 -0.04117836 -0.09498935 -0.09498935 0.07717320 -0.098214422
## demo$ethnicity7 0.33659855 0.46514643 0.46514643 -0.36209866 0.460237870
## demo$ethnicity8 -0.05194904 0.02207365 0.02207365 -0.02253156 0.009833051
## demo$ethnicity9 0.07764384 0.11087347 0.11087347 -0.10782390 0.121474041
## 100 101 102 103 104
## (Intercept) 0.20662218 0.20152024 0.20674608 0.22798893 0.25385019
## demo$ethnicity1 0.15682727 0.16150567 0.15670337 0.12310720 0.09238992
## demo$ethnicity2 -0.07681026 -0.07263825 -0.07693415 -0.05593424 -0.05261800
## demo$ethnicity3 -0.14279239 -0.15985357 -0.14291629 -0.10603771 -0.07436301
## demo$ethnicity4 -0.14462977 -0.15155012 -0.14475367 -0.10253338 -0.07674113
## demo$ethnicity5 -0.13469642 -0.14190034 -0.13965124 -0.09026062 -0.07119750
## demo$ethnicity6 -0.08741909 -0.09498935 -0.09004612 -0.04641090 -0.02643320
## demo$ethnicity7 0.44855023 0.46514643 0.44842634 0.33722847 0.26995934
## demo$ethnicity8 0.01263817 0.02207365 0.01251427 -0.07453547 -0.07931384
## demo$ethnicity9 0.09936974 0.11087347 0.10966251 0.09972738 0.07980633
## 105 106 107 108 109
## (Intercept) 0.194934544 0.21459064 0.20506068 0.20410986 0.194934544
## demo$ethnicity1 0.160181572 0.13921999 0.14994590 0.15089672 0.160181572
## demo$ethnicity2 -0.054011508 -0.06960419 -0.06195393 -0.06100311 -0.054011508
## demo$ethnicity3 -0.173657948 -0.09831157 -0.13839402 -0.13744320 -0.173657948
## demo$ethnicity4 -0.147028029 -0.11981588 -0.13708521 -0.13613440 -0.147028029
## demo$ethnicity5 -0.141925599 -0.11400392 -0.12664455 -0.12569374 -0.141925599
## demo$ethnicity6 -0.098214422 -0.06092263 -0.07960935 -0.07598473 -0.098214422
## demo$ethnicity7 0.460237870 0.38540936 0.42456895 0.42551976 0.460237870
## demo$ethnicity8 0.009833051 -0.06373383 -0.02573398 -0.03993467 0.009833051
## demo$ethnicity9 0.121474041 0.10628478 0.11935365 0.12030446 0.121474041
## 110 111 112 113 114
## (Intercept) 0.20152024 0.20674608 0.20152024 0.20662218 0.20152024
## demo$ethnicity1 0.16150567 0.15670337 0.16150567 0.15682727 0.16150567
## demo$ethnicity2 -0.07263825 -0.07693415 -0.07263825 -0.07681026 -0.07263825
## demo$ethnicity3 -0.15985357 -0.14291629 -0.15985357 -0.14279239 -0.15985357
## demo$ethnicity4 -0.15155012 -0.14475367 -0.15155012 -0.14462977 -0.15155012
## demo$ethnicity5 -0.14190034 -0.13965124 -0.14190034 -0.13469642 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09004612 -0.09498935 -0.08741909 -0.09498935
## demo$ethnicity7 0.46514643 0.44842634 0.46514643 0.44855023 0.46514643
## demo$ethnicity8 0.02207365 0.01251427 0.02207365 0.01263817 0.02207365
## demo$ethnicity9 0.11087347 0.10966251 0.11087347 0.09936974 0.11087347
## 115 116 117 118 119
## (Intercept) 0.20152024 0.195560473 0.21100967 0.195560473 0.195560473
## demo$ethnicity1 0.16150567 0.159615180 0.15267662 0.159615180 0.159615180
## demo$ethnicity2 -0.07263825 -0.042151383 -0.08032786 -0.042151383 -0.042151383
## demo$ethnicity3 -0.15985357 -0.195560473 -0.12405315 -0.195560473 -0.195560473
## demo$ethnicity4 -0.15155012 -0.139694995 -0.14124058 -0.139694995 -0.139694995
## demo$ethnicity5 -0.14190034 -0.134772074 -0.12616947 -0.134772074 -0.134772074
## demo$ethnicity6 -0.09498935 -0.093889552 -0.07322860 -0.093889552 -0.093889552
## demo$ethnicity7 0.46514643 0.447296669 0.43184747 0.447296669 0.447296669
## demo$ethnicity8 0.02207365 0.004241114 -0.02602290 0.004241114 0.004241114
## demo$ethnicity9 0.11087347 0.124861259 0.10941206 0.124861259 0.124861259
## 120 121 122 123 124
## (Intercept) 0.200655646 0.20152024 0.20152024 0.20152024 0.23018821
## demo$ethnicity1 0.154350937 0.16150567 0.16150567 0.16150567 0.16678066
## demo$ethnicity2 -0.045920985 -0.07263825 -0.07263825 -0.07263825 -0.05038122
## demo$ethnicity3 -0.178433424 -0.15985357 -0.15985357 -0.15985357 -0.18473366
## demo$ethnicity4 -0.132170247 -0.15155012 -0.15155012 -0.15155012 -0.12576456
## demo$ethnicity5 -0.132116060 -0.14190034 -0.14190034 -0.14190034 -0.12632994
## demo$ethnicity6 -0.088584545 -0.09498935 -0.09498935 -0.09498935 -0.09199689
## demo$ethnicity7 0.428973984 0.46514643 0.46514643 0.46514643 0.38519641
## demo$ethnicity8 -0.006177425 0.02207365 0.02207365 0.02207365 0.01412704
## demo$ethnicity9 0.123758684 0.11087347 0.11087347 0.11087347 0.13388914
## 125 126 127 128 129
## (Intercept) 0.20410986 0.20152024 0.195560473 0.20471526 0.20152024
## demo$ethnicity1 0.15089672 0.16150567 0.159615180 0.14985258 0.16150567
## demo$ethnicity2 -0.06100311 -0.07263825 -0.042151383 -0.04871780 -0.07263825
## demo$ethnicity3 -0.13744320 -0.15985357 -0.195560473 -0.15926072 -0.15985357
## demo$ethnicity4 -0.13613440 -0.15155012 -0.139694995 -0.12802191 -0.15155012
## demo$ethnicity5 -0.12569374 -0.14190034 -0.134772074 -0.11766517 -0.14190034
## demo$ethnicity6 -0.07598473 -0.09498935 -0.093889552 -0.07082224 -0.09498935
## demo$ethnicity7 0.42551976 0.46514643 0.447296669 0.41066935 0.46514643
## demo$ethnicity8 -0.03993467 0.02207365 0.004241114 -0.04696333 0.02207365
## demo$ethnicity9 0.12030446 0.11087347 0.124861259 0.12364780 0.11087347
## 130 131 132 133
## (Intercept) 0.194934544 0.206598567 0.195560473 0.210096851
## demo$ethnicity1 0.160181572 0.156850882 0.159615180 0.158243065
## demo$ethnicity2 -0.054011508 -0.076786642 -0.042151383 -0.043734283
## demo$ethnicity3 -0.173657948 -0.142768780 -0.195560473 -0.187874629
## demo$ethnicity4 -0.147028029 -0.149235787 -0.139694995 -0.130500341
## demo$ethnicity5 -0.141925599 -0.129734538 -0.134772074 -0.131338801
## demo$ethnicity6 -0.098214422 -0.082164139 -0.093889552 -0.092672431
## demo$ethnicity7 0.460237870 0.448573847 0.447296669 0.419532779
## demo$ethnicity8 0.009833051 -0.001830972 0.004241114 0.000641532
## demo$ethnicity9 0.121474041 0.109810018 0.124861259 0.131558858
## 134 135 136 137
## (Intercept) 0.194934544 0.195560473 0.195560473 0.2000224956
## demo$ethnicity1 0.160181572 0.159615180 0.159615180 0.1551531583
## demo$ethnicity2 -0.054011508 -0.042151383 -0.042151383 -0.0579770410
## demo$ethnicity3 -0.173657948 -0.195560473 -0.195560473 -0.1565442347
## demo$ethnicity4 -0.147028029 -0.139694995 -0.139694995 -0.1399152352
## demo$ethnicity5 -0.141925599 -0.134772074 -0.134772074 -0.1395610369
## demo$ethnicity6 -0.098214422 -0.093889552 -0.093889552 -0.0931770667
## demo$ethnicity7 0.460237870 0.447296669 0.447296669 0.4428346473
## demo$ethnicity8 0.009833051 0.004241114 0.004241114 -0.0002209083
## demo$ethnicity9 0.121474041 0.124861259 0.124861259 0.1203992369
## 138 139 140 141 142
## (Intercept) 0.20152024 0.20152024 0.195560473 0.194934544 0.20152024
## demo$ethnicity1 0.16150567 0.16150567 0.159615180 0.160181572 0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.042151383 -0.054011508 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.195560473 -0.173657948 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.139694995 -0.147028029 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.134772074 -0.141925599 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.093889552 -0.098214422 -0.09498935
## demo$ethnicity7 0.46514643 0.46514643 0.447296669 0.460237870 0.46514643
## demo$ethnicity8 0.02207365 0.02207365 0.004241114 0.009833051 0.02207365
## demo$ethnicity9 0.11087347 0.11087347 0.124861259 0.121474041 0.11087347
## 143 144 145 146 147
## (Intercept) 0.20152024 0.194934544 0.195560473 0.194934544 0.20152024
## demo$ethnicity1 0.16150567 0.160181572 0.159615180 0.160181572 0.16150567
## demo$ethnicity2 -0.07263825 -0.054011508 -0.042151383 -0.054011508 -0.07263825
## demo$ethnicity3 -0.15985357 -0.173657948 -0.195560473 -0.173657948 -0.15985357
## demo$ethnicity4 -0.15155012 -0.147028029 -0.139694995 -0.147028029 -0.15155012
## demo$ethnicity5 -0.14190034 -0.141925599 -0.134772074 -0.141925599 -0.14190034
## demo$ethnicity6 -0.09498935 -0.098214422 -0.093889552 -0.098214422 -0.09498935
## demo$ethnicity7 0.46514643 0.460237870 0.447296669 0.460237870 0.46514643
## demo$ethnicity8 0.02207365 0.009833051 0.004241114 0.009833051 0.02207365
## demo$ethnicity9 0.11087347 0.121474041 0.124861259 0.121474041 0.11087347
## 148 149 150 151 152
## (Intercept) 0.23630187 0.48757771 0.21514315 0.194934544 0.20152024
## demo$ethnicity1 0.11479426 -0.15887423 0.13753354 0.160181572 0.16150567
## demo$ethnicity2 -0.05142666 0.08293511 -0.05687512 -0.054011508 -0.07263825
## demo$ethnicity3 -0.11435065 0.15527943 -0.11990505 -0.173657948 -0.15985357
## demo$ethnicity4 -0.09850064 0.14869939 -0.11067278 -0.147028029 -0.15155012
## demo$ethnicity5 -0.08732000 0.14126508 -0.10508403 -0.141925599 -0.14190034
## demo$ethnicity6 -0.04875842 0.08785717 -0.05498860 -0.098214422 -0.09498935
## demo$ethnicity7 0.32891552 -0.48757771 0.36819018 0.460237870 0.46514643
## demo$ethnicity8 -0.04816373 0.01198137 -0.07170529 0.009833051 0.02207365
## demo$ethnicity9 0.09141444 -0.11545128 0.10923548 0.121474041 0.11087347
## 153 154 155 156 157
## (Intercept) 0.20152024 0.194934544 0.20152024 0.20152024 0.20152024
## demo$ethnicity1 0.16150567 0.160181572 0.16150567 0.16150567 0.16150567
## demo$ethnicity2 -0.07263825 -0.054011508 -0.07263825 -0.07263825 -0.07263825
## demo$ethnicity3 -0.15985357 -0.173657948 -0.15985357 -0.15985357 -0.15985357
## demo$ethnicity4 -0.15155012 -0.147028029 -0.15155012 -0.15155012 -0.15155012
## demo$ethnicity5 -0.14190034 -0.141925599 -0.14190034 -0.14190034 -0.14190034
## demo$ethnicity6 -0.09498935 -0.098214422 -0.09498935 -0.09498935 -0.09498935
## demo$ethnicity7 0.46514643 0.460237870 0.46514643 0.46514643 0.46514643
## demo$ethnicity8 0.02207365 0.009833051 0.02207365 0.02207365 0.02207365
## demo$ethnicity9 0.11087347 0.121474041 0.11087347 0.11087347 0.11087347
## 158 159 160 161 162
## (Intercept) 0.20152024 0.22711097 0.26050672 0.20152024 0.20152024
## demo$ethnicity1 0.16150567 0.12398515 0.10011321 0.16150567 0.16150567
## demo$ethnicity2 -0.07263825 -0.05505628 -0.08845203 -0.07263825 -0.07263825
## demo$ethnicity3 -0.15985357 -0.10515975 -0.04099453 -0.15985357 -0.15985357
## demo$ethnicity4 -0.15155012 -0.10165543 -0.09573427 -0.15155012 -0.15155012
## demo$ethnicity5 -0.14190034 -0.09632711 -0.08455363 -0.14190034 -0.14190034
## demo$ethnicity6 -0.09498935 -0.04553295 -0.03240350 -0.09498935 -0.09498935
## demo$ethnicity7 0.46514643 0.33810642 0.30471067 0.46514643 0.46514643
## demo$ethnicity8 0.02207365 -0.07365752 -0.05435056 0.02207365 0.02207365
## demo$ethnicity9 0.11087347 0.10060533 0.06720959 0.11087347 0.11087347
## 163 164 165 166 167
## (Intercept) 0.195560473 0.194934544 0.20152024 0.210096851 0.194934544
## demo$ethnicity1 0.159615180 0.160181572 0.16150567 0.158243065 0.160181572
## demo$ethnicity2 -0.042151383 -0.054011508 -0.07263825 -0.043734283 -0.054011508
## demo$ethnicity3 -0.195560473 -0.173657948 -0.15985357 -0.187874629 -0.173657948
## demo$ethnicity4 -0.139694995 -0.147028029 -0.15155012 -0.130500341 -0.147028029
## demo$ethnicity5 -0.134772074 -0.141925599 -0.14190034 -0.131338801 -0.141925599
## demo$ethnicity6 -0.093889552 -0.098214422 -0.09498935 -0.092672431 -0.098214422
## demo$ethnicity7 0.447296669 0.460237870 0.46514643 0.419532779 0.460237870
## demo$ethnicity8 0.004241114 0.009833051 0.02207365 0.000641532 0.009833051
## demo$ethnicity9 0.124861259 0.121474041 0.11087347 0.131558858 0.121474041
## 168 169 170 171 172
## (Intercept) 0.20152024 0.20152024 0.194934544 0.20152024 0.20924288
## demo$ethnicity1 0.16150567 0.16150567 0.160181572 0.16150567 0.14532497
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.07263825 -0.06515018
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.15985357 -0.11833379
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.15155012 -0.12814652
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.14190034 -0.11738278
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.09498935 -0.06726332
## demo$ethnicity7 0.46514643 0.46514643 0.460237870 0.46514643 0.40614174
## demo$ethnicity8 0.02207365 0.02207365 0.009833051 0.02207365 -0.05149094
## demo$ethnicity9 0.11087347 0.11087347 0.121474041 0.11087347 0.10800907
## 173 174 175 176 177
## (Intercept) 0.195560473 0.20152024 0.211963553 0.194934544 0.42945911
## demo$ethnicity1 0.159615180 0.16150567 0.151722739 0.160181572 -0.14523041
## demo$ethnicity2 -0.042151383 -0.07263825 -0.081281735 -0.054011508 0.07973207
## demo$ethnicity3 -0.195560473 -0.15985357 -0.125007031 -0.173657948 0.10387422
## demo$ethnicity4 -0.139694995 -0.15155012 -0.137466324 -0.147028029 0.09620098
## demo$ethnicity5 -0.134772074 -0.14190034 -0.132173854 -0.141925599 0.09813717
## demo$ethnicity6 -0.093889552 -0.09498935 -0.082147217 -0.098214422 0.06742311
## demo$ethnicity7 0.447296669 0.46514643 0.430893590 0.460237870 -0.26279244
## demo$ethnicity8 0.004241114 0.02207365 0.002652849 0.009833051 -0.01986583
## demo$ethnicity9 0.124861259 0.11087347 0.097819882 0.121474041 -0.11007067
## 178 179 180 181 182
## (Intercept) 0.22711097 0.21726639 0.194934544 0.195560473 0.23950009
## demo$ethnicity1 0.12398515 0.14643584 0.160181572 0.159615180 0.11159603
## demo$ethnicity2 -0.05505628 -0.08578755 -0.054011508 -0.042151383 -0.06744540
## demo$ethnicity3 -0.10515975 -0.10615528 -0.173657948 -0.195560473 -0.06876838
## demo$ethnicity4 -0.10165543 -0.13458346 -0.147028029 -0.139694995 -0.09703160
## demo$ethnicity5 -0.09632711 -0.11909230 -0.141925599 -0.134772074 -0.09787612
## demo$ethnicity6 -0.04553295 -0.06833455 -0.098214422 -0.093889552 -0.04320118
## demo$ethnicity7 0.33810642 0.41236324 0.460237870 0.447296669 0.32571730
## demo$ethnicity8 -0.07365752 -0.02278817 0.009833051 0.004241114 -0.06802862
## demo$ethnicity9 0.10060533 0.09627837 0.121474041 0.124861259 0.08821622
## 183 184 185 186 187
## (Intercept) 0.194934544 0.195560473 0.20152024 0.194934544 0.195560473
## demo$ethnicity1 0.160181572 0.159615180 0.16150567 0.160181572 0.159615180
## demo$ethnicity2 -0.054011508 -0.042151383 -0.07263825 -0.054011508 -0.042151383
## demo$ethnicity3 -0.173657948 -0.195560473 -0.15985357 -0.173657948 -0.195560473
## demo$ethnicity4 -0.147028029 -0.139694995 -0.15155012 -0.147028029 -0.139694995
## demo$ethnicity5 -0.141925599 -0.134772074 -0.14190034 -0.141925599 -0.134772074
## demo$ethnicity6 -0.098214422 -0.093889552 -0.09498935 -0.098214422 -0.093889552
## demo$ethnicity7 0.460237870 0.447296669 0.46514643 0.460237870 0.447296669
## demo$ethnicity8 0.009833051 0.004241114 0.02207365 0.009833051 0.004241114
## demo$ethnicity9 0.121474041 0.124861259 0.11087347 0.121474041 0.124861259
## 188 189 190 191 192
## (Intercept) 0.36281198 0.20152024 0.20152024 0.195560473 0.20152024
## demo$ethnicity1 0.01358858 0.16150567 0.16150567 0.159615180 0.16150567
## demo$ethnicity2 -0.05981659 -0.07263825 -0.07263825 -0.042151383 -0.07263825
## demo$ethnicity3 0.03112741 -0.15985357 -0.15985357 -0.195560473 -0.15985357
## demo$ethnicity4 0.02258258 -0.15155012 -0.15155012 -0.139694995 -0.15155012
## demo$ethnicity5 0.01295059 -0.14190034 -0.14190034 -0.134772074 -0.14190034
## demo$ethnicity6 0.03076344 -0.09498935 -0.09498935 -0.093889552 -0.09498935
## demo$ethnicity7 -0.02947865 0.46514643 0.46514643 0.447296669 0.46514643
## demo$ethnicity8 -0.08173213 0.02207365 0.02207365 0.004241114 0.02207365
## demo$ethnicity9 0.03354656 0.11087347 0.11087347 0.124861259 0.11087347
## 193 194 195 196 197
## (Intercept) 0.20152024 0.20152024 0.194934544 0.20152024 0.194934544
## demo$ethnicity1 0.16150567 0.16150567 0.160181572 0.16150567 0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.07263825 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.15985357 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.15155012 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.14190034 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.09498935 -0.098214422
## demo$ethnicity7 0.46514643 0.46514643 0.460237870 0.46514643 0.460237870
## demo$ethnicity8 0.02207365 0.02207365 0.009833051 0.02207365 0.009833051
## demo$ethnicity9 0.11087347 0.11087347 0.121474041 0.11087347 0.121474041
## 198 199 200 201 202
## (Intercept) 0.20471526 0.20152024 0.20152024 0.20662218 0.195560473
## demo$ethnicity1 0.14985258 0.16150567 0.16150567 0.15682727 0.159615180
## demo$ethnicity2 -0.04871780 -0.07263825 -0.07263825 -0.07681026 -0.042151383
## demo$ethnicity3 -0.15926072 -0.15985357 -0.15985357 -0.14279239 -0.195560473
## demo$ethnicity4 -0.12802191 -0.15155012 -0.15155012 -0.14462977 -0.139694995
## demo$ethnicity5 -0.11766517 -0.14190034 -0.14190034 -0.13469642 -0.134772074
## demo$ethnicity6 -0.07082224 -0.09498935 -0.09498935 -0.08741909 -0.093889552
## demo$ethnicity7 0.41066935 0.46514643 0.46514643 0.44855023 0.447296669
## demo$ethnicity8 -0.04696333 0.02207365 0.02207365 0.01263817 0.004241114
## demo$ethnicity9 0.12364780 0.11087347 0.11087347 0.09936974 0.124861259
## 203 204 205 206 207
## (Intercept) 0.194934544 0.20152024 0.215418777 0.48757771 0.20413469
## demo$ethnicity1 0.160181572 0.16150567 0.152942170 -0.15887423 0.15087189
## demo$ethnicity2 -0.054011508 -0.07263825 -0.047516553 0.08293511 -0.06102794
## demo$ethnicity3 -0.173657948 -0.15985357 -0.169964232 0.15527943 -0.13746803
## demo$ethnicity4 -0.147028029 -0.15155012 -0.122391139 0.14869939 -0.13132831
## demo$ethnicity5 -0.141925599 -0.14190034 -0.123200723 0.14126508 -0.13088652
## demo$ethnicity6 -0.098214422 -0.09498935 -0.084389054 0.08785717 -0.08148448
## demo$ethnicity7 0.460237870 0.46514643 0.399965838 -0.48757771 0.42549494
## demo$ethnicity8 0.009833051 0.02207365 -0.009992421 0.01198137 -0.02480799
## demo$ethnicity9 0.121474041 0.11087347 0.119690316 -0.11545128 0.10941007
## 208 209 210 211 212
## (Intercept) 0.20152024 0.20152024 0.20939808 0.194934544 0.195560473
## demo$ethnicity1 0.16150567 0.16150567 0.14516977 0.160181572 0.159615180
## demo$ethnicity2 -0.07263825 -0.07263825 -0.06530538 -0.054011508 -0.042151383
## demo$ethnicity3 -0.15985357 -0.15985357 -0.11848899 -0.173657948 -0.195560473
## demo$ethnicity4 -0.15155012 -0.15155012 -0.12336345 -0.147028029 -0.139694995
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12799694 -0.141925599 -0.134772074
## demo$ethnicity6 -0.09498935 -0.09498935 -0.07569774 -0.098214422 -0.093889552
## demo$ethnicity7 0.46514643 0.46514643 0.40598654 0.460237870 0.447296669
## demo$ethnicity8 0.02207365 0.02207365 -0.03614226 0.009833051 0.004241114
## demo$ethnicity9 0.11087347 0.11087347 0.10785387 0.121474041 0.124861259
## 213 214 215 216 217
## (Intercept) 0.20152024 0.20152024 0.20571369 0.20662218 0.20152024
## demo$ethnicity1 0.16150567 0.16150567 0.14885415 0.15682727 0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.04971623 -0.07681026 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.16025915 -0.14279239 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.12408206 -0.14462977 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12395460 -0.13469642 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.08016206 -0.08741909 -0.09498935
## demo$ethnicity7 0.46514643 0.46514643 0.40967092 0.44855023 0.46514643
## demo$ethnicity8 0.02207365 0.02207365 -0.01695400 0.01263817 0.02207365
## demo$ethnicity9 0.11087347 0.11087347 0.11153826 0.09936974 0.11087347
## 218 219 220 221 222
## (Intercept) 0.20152024 0.194934544 0.194934544 0.20996089 0.20152024
## demo$ethnicity1 0.16150567 0.160181572 0.160181572 0.14384975 0.16150567
## demo$ethnicity2 -0.07263825 -0.054011508 -0.054011508 -0.05277932 -0.07263825
## demo$ethnicity3 -0.15985357 -0.173657948 -0.173657948 -0.14019345 -0.15985357
## demo$ethnicity4 -0.15155012 -0.147028029 -0.147028029 -0.11967409 -0.15155012
## demo$ethnicity5 -0.14190034 -0.141925599 -0.141925599 -0.11429003 -0.14190034
## demo$ethnicity6 -0.09498935 -0.098214422 -0.098214422 -0.06456914 -0.09498935
## demo$ethnicity7 0.46514643 0.460237870 0.460237870 0.39003911 0.46514643
## demo$ethnicity8 0.02207365 0.009833051 0.009833051 -0.05910408 0.02207365
## demo$ethnicity9 0.11087347 0.121474041 0.121474041 0.12227817 0.11087347
## 223 224 225 226 227
## (Intercept) 0.194934544 0.195560473 0.20050309 0.20152024 0.20152024
## demo$ethnicity1 0.160181572 0.159615180 0.15450350 0.16150567 0.16150567
## demo$ethnicity2 -0.054011508 -0.042151383 -0.04576842 -0.07263825 -0.07263825
## demo$ethnicity3 -0.173657948 -0.195560473 -0.17828086 -0.15985357 -0.15985357
## demo$ethnicity4 -0.147028029 -0.139694995 -0.13684860 -0.15155012 -0.15155012
## demo$ethnicity5 -0.141925599 -0.134772074 -0.12174504 -0.14190034 -0.14190034
## demo$ethnicity6 -0.098214422 -0.093889552 -0.08034269 -0.09498935 -0.09498935
## demo$ethnicity7 0.460237870 0.447296669 0.42912654 0.46514643 0.46514643
## demo$ethnicity8 0.009833051 0.004241114 -0.02117638 0.02207365 0.02207365
## demo$ethnicity9 0.121474041 0.124861259 0.12391124 0.11087347 0.11087347
## 228 229 230 231 232
## (Intercept) 0.20152024 0.20152024 0.19987250 0.20662218 0.194934544
## demo$ethnicity1 0.16150567 0.16150567 0.15530315 0.15682727 0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.05782704 -0.07681026 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.15639424 -0.14279239 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.14449337 -0.14462977 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.12942226 -0.13469642 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.08511917 -0.08741909 -0.098214422
## demo$ethnicity7 0.46514643 0.46514643 0.44298464 0.44855023 0.460237870
## demo$ethnicity8 0.02207365 0.02207365 -0.01488573 0.01263817 0.009833051
## demo$ethnicity9 0.11087347 0.11087347 0.12054923 0.09936974 0.121474041
## 233 234 235 236 237
## (Intercept) 0.195560473 0.25306075 0.48757771 0.21514315 0.19909282
## demo$ethnicity1 0.159615180 0.09317935 -0.15887423 0.13753354 0.15608283
## demo$ethnicity2 -0.042151383 -0.05182857 0.08293511 -0.05687512 -0.05704737
## demo$ethnicity3 -0.195560473 -0.07357358 0.15527943 -0.11990505 -0.15561456
## demo$ethnicity4 -0.139694995 -0.07595170 0.14869939 -0.11067278 -0.13898556
## demo$ethnicity5 -0.134772074 -0.07781548 0.14126508 -0.10508403 -0.13863137
## demo$ethnicity6 -0.093889552 -0.02564377 0.08785717 -0.05498860 -0.08963302
## demo$ethnicity7 0.447296669 0.27074877 -0.48757771 0.36819018 0.44376432
## demo$ethnicity8 0.004241114 -0.07852441 0.01198137 -0.07170529 -0.01410605
## demo$ethnicity9 0.124861259 0.08059576 -0.11545128 0.10923548 0.12132891
## 238 239 240 241 242
## (Intercept) 0.20998705 0.20674608 0.20674608 0.21459064 0.194934544
## demo$ethnicity1 0.14382358 0.15670337 0.15670337 0.13921999 0.160181572
## demo$ethnicity2 -0.05280548 -0.07693415 -0.07693415 -0.06960419 -0.054011508
## demo$ethnicity3 -0.14021961 -0.14291629 -0.14291629 -0.09831157 -0.173657948
## demo$ethnicity4 -0.11464975 -0.14475367 -0.14475367 -0.11981588 -0.147028029
## demo$ethnicity5 -0.11973625 -0.13965124 -0.13965124 -0.11400392 -0.141925599
## demo$ethnicity6 -0.07033760 -0.09004612 -0.09004612 -0.06092263 -0.098214422
## demo$ethnicity7 0.39001295 0.44842634 0.44842634 0.38540936 0.460237870
## demo$ethnicity8 -0.04325723 0.01251427 0.01251427 -0.06373383 0.009833051
## demo$ethnicity9 0.11088837 0.10966251 0.10966251 0.10628478 0.121474041
## 243 244 245 246 247
## (Intercept) 0.20152024 0.20152024 0.194934544 0.195560473 0.20152024
## demo$ethnicity1 0.16150567 0.16150567 0.160181572 0.159615180 0.16150567
## demo$ethnicity2 -0.07263825 -0.07263825 -0.054011508 -0.042151383 -0.07263825
## demo$ethnicity3 -0.15985357 -0.15985357 -0.173657948 -0.195560473 -0.15985357
## demo$ethnicity4 -0.15155012 -0.15155012 -0.147028029 -0.139694995 -0.15155012
## demo$ethnicity5 -0.14190034 -0.14190034 -0.141925599 -0.134772074 -0.14190034
## demo$ethnicity6 -0.09498935 -0.09498935 -0.098214422 -0.093889552 -0.09498935
## demo$ethnicity7 0.46514643 0.46514643 0.460237870 0.447296669 0.46514643
## demo$ethnicity8 0.02207365 0.02207365 0.009833051 0.004241114 0.02207365
## demo$ethnicity9 0.11087347 0.11087347 0.121474041 0.124861259 0.11087347
## 248 249 250 251 252
## (Intercept) 0.2000224956 0.21514315 0.195560473 0.20937260 0.230197341
## demo$ethnicity1 0.1551531583 0.13753354 0.159615180 0.14519525 0.133504895
## demo$ethnicity2 -0.0579770410 -0.05687512 -0.042151383 -0.06527990 -0.075462680
## demo$ethnicity3 -0.1565442347 -0.11990505 -0.195560473 -0.11846351 -0.119086230
## demo$ethnicity4 -0.1399152352 -0.11067278 -0.139694995 -0.12827624 -0.130847745
## demo$ethnicity5 -0.1395610369 -0.10508403 -0.134772074 -0.12268046 -0.116636823
## demo$ethnicity6 -0.0931770667 -0.05498860 -0.093889552 -0.07006684 -0.067701282
## demo$ethnicity7 0.4428346473 0.36819018 0.447296669 0.40601202 0.399432289
## demo$ethnicity8 -0.0002209083 -0.07170529 0.004241114 -0.05162066 -0.003198795
## demo$ethnicity9 0.1203992369 0.10923548 0.124861259 0.11899046 0.094216989
## 253 254 255 256 257
## (Intercept) 0.20996089 0.20152024 0.21514315 0.21459064 0.20152024
## demo$ethnicity1 0.14384975 0.16150567 0.13753354 0.13921999 0.16150567
## demo$ethnicity2 -0.05277932 -0.07263825 -0.05687512 -0.06960419 -0.07263825
## demo$ethnicity3 -0.14019345 -0.15985357 -0.11990505 -0.09831157 -0.15985357
## demo$ethnicity4 -0.11967409 -0.15155012 -0.11067278 -0.11981588 -0.15155012
## demo$ethnicity5 -0.11429003 -0.14190034 -0.10508403 -0.11400392 -0.14190034
## demo$ethnicity6 -0.06456914 -0.09498935 -0.05498860 -0.06092263 -0.09498935
## demo$ethnicity7 0.39003911 0.46514643 0.36819018 0.38540936 0.46514643
## demo$ethnicity8 -0.05910408 0.02207365 -0.07170529 -0.06373383 0.02207365
## demo$ethnicity9 0.12227817 0.11087347 0.10923548 0.10628478 0.11087347
## 258 259 260 261 262
## (Intercept) 0.20152024 0.21514315 0.48757771 0.195560473 0.22644487
## demo$ethnicity1 0.16150567 0.13753354 -0.15887423 0.159615180 0.12623182
## demo$ethnicity2 -0.07263825 -0.05687512 0.08293511 -0.042151383 -0.06817684
## demo$ethnicity3 -0.15985357 -0.11990505 0.15527943 -0.195560473 -0.08358772
## demo$ethnicity4 -0.15155012 -0.11067278 0.14869939 -0.139694995 -0.11139248
## demo$ethnicity5 -0.14190034 -0.10508403 0.14126508 -0.134772074 -0.10580374
## demo$ethnicity6 -0.09498935 -0.05498860 0.08785717 -0.093889552 -0.05192919
## demo$ethnicity7 0.46514643 0.36819018 -0.48757771 0.447296669 0.35688847
## demo$ethnicity8 0.02207365 -0.07170529 0.01198137 0.004241114 -0.06546314
## demo$ethnicity9 0.11087347 0.10923548 -0.11545128 0.124861259 0.09793376
## 263 264 265 266 267
## (Intercept) 0.21021582 0.48757771 0.42945911 0.194934544 0.21193935
## demo$ethnicity1 0.14435202 -0.15887423 -0.14523041 0.160181572 0.15174695
## demo$ethnicity2 -0.06612312 0.08293511 0.07973207 -0.054011508 -0.08125753
## demo$ethnicity3 -0.11930673 0.15527943 0.10387422 -0.173657948 -0.12498282
## demo$ethnicity4 -0.12911946 0.14869939 0.09620098 -0.147028029 -0.14217025
## demo$ethnicity5 -0.11835572 0.14126508 0.09813717 -0.141925599 -0.12709914
## demo$ethnicity6 -0.07097224 0.08785717 0.06742311 -0.098214422 -0.07677265
## demo$ethnicity7 0.40516879 -0.48757771 -0.26279244 0.460237870 0.43091780
## demo$ethnicity8 -0.03696001 0.01198137 -0.01986583 0.009833051 -0.01213776
## demo$ethnicity9 0.10703613 -0.11545128 -0.11007067 0.121474041 0.10848239
## 268 269 270 271 272
## (Intercept) 0.20152024 0.195560473 0.24015221 0.195560473 0.22184264
## demo$ethnicity1 0.16150567 0.159615180 0.10883246 0.159615180 0.13083405
## demo$ethnicity2 -0.07263825 -0.042151383 -0.05378351 -0.042151383 -0.05107461
## demo$ethnicity3 -0.15985357 -0.195560473 -0.09015221 -0.195560473 -0.12660454
## demo$ethnicity4 -0.15155012 -0.139694995 -0.08633881 -0.139694995 -0.11136626
## demo$ethnicity5 -0.14190034 -0.134772074 -0.08766301 -0.134772074 -0.10622797
## demo$ethnicity6 -0.09498935 -0.093889552 -0.03617410 -0.093889552 -0.05580206
## demo$ethnicity7 0.46514643 0.447296669 0.30530234 0.447296669 0.36149069
## demo$ethnicity8 0.02207365 0.004241114 -0.07633454 0.004241114 -0.06086092
## demo$ethnicity9 0.11087347 0.124861259 0.09068007 0.124861259 0.11416389
## 273 274 275 276
## (Intercept) 0.195560473 0.195560473 0.21459064 1.998967e-01
## demo$ethnicity1 0.159615180 0.159615180 0.13921999 1.552789e-01
## demo$ethnicity2 -0.042151383 -0.042151383 -0.06960419 -5.785125e-02
## demo$ethnicity3 -0.195560473 -0.195560473 -0.09831157 -1.564184e-01
## demo$ethnicity4 -0.139694995 -0.139694995 -0.11981588 -1.397894e-01
## demo$ethnicity5 -0.134772074 -0.134772074 -0.11400392 -1.344970e-01
## demo$ethnicity6 -0.093889552 -0.093889552 -0.06092263 -9.049373e-02
## demo$ethnicity7 0.447296669 0.447296669 0.38540936 4.429604e-01
## demo$ethnicity8 0.004241114 0.004241114 -0.06373383 -9.511856e-05
## demo$ethnicity9 0.124861259 0.124861259 0.10628478 1.098867e-01
## 277 278 279 280
## (Intercept) 0.2000224956 0.195560473 0.195560473 0.316889982
## demo$ethnicity1 0.1551531583 0.159615180 0.159615180 0.009066562
## demo$ethnicity2 -0.0579770410 -0.042151383 -0.042151383 -0.027577943
## demo$ethnicity3 -0.1565442347 -0.195560473 -0.195560473 -0.002604268
## demo$ethnicity4 -0.1399152352 -0.139694995 -0.139694995 -0.011413077
## demo$ethnicity5 -0.1395610369 -0.134772074 -0.134772074 -0.004270764
## demo$ethnicity6 -0.0931770667 -0.093889552 -0.093889552 0.016050550
## demo$ethnicity7 0.4428346473 0.447296669 0.447296669 0.094874724
## demo$ethnicity8 -0.0002209083 0.004241114 0.004241114 -0.095962902
## demo$ethnicity9 0.1203992369 0.124861259 0.124861259 0.023011839
## 281 282 283 284 285
## (Intercept) 0.20152024 0.20152024 0.20152024 0.20152024 0.194934544
## demo$ethnicity1 0.16150567 0.16150567 0.16150567 0.16150567 0.160181572
## demo$ethnicity2 -0.07263825 -0.07263825 -0.07263825 -0.07263825 -0.054011508
## demo$ethnicity3 -0.15985357 -0.15985357 -0.15985357 -0.15985357 -0.173657948
## demo$ethnicity4 -0.15155012 -0.15155012 -0.15155012 -0.15155012 -0.147028029
## demo$ethnicity5 -0.14190034 -0.14190034 -0.14190034 -0.14190034 -0.141925599
## demo$ethnicity6 -0.09498935 -0.09498935 -0.09498935 -0.09498935 -0.098214422
## demo$ethnicity7 0.46514643 0.46514643 0.46514643 0.46514643 0.460237870
## demo$ethnicity8 0.02207365 0.02207365 0.02207365 0.02207365 0.009833051
## demo$ethnicity9 0.11087347 0.11087347 0.11087347 0.11087347 0.121474041
## 286 287 288 289 290
## (Intercept) 0.20152024 0.2000224956 0.20152024 0.20508551 0.20508551
## demo$ethnicity1 0.16150567 0.1551531583 0.16150567 0.14992107 0.14992107
## demo$ethnicity2 -0.07263825 -0.0579770410 -0.07263825 -0.06197876 -0.06197876
## demo$ethnicity3 -0.15985357 -0.1565442347 -0.15985357 -0.13841884 -0.13841884
## demo$ethnicity4 -0.15155012 -0.1399152352 -0.15155012 -0.13227912 -0.13227912
## demo$ethnicity5 -0.14190034 -0.1395610369 -0.14190034 -0.13183734 -0.13183734
## demo$ethnicity6 -0.09498935 -0.0931770667 -0.09498935 -0.08510909 -0.08510909
## demo$ethnicity7 0.46514643 0.4428346473 0.46514643 0.42454412 0.42454412
## demo$ethnicity8 0.02207365 -0.0002209083 0.02207365 -0.01060729 -0.01060729
## demo$ethnicity9 0.11087347 0.1203992369 0.11087347 0.10845925 0.10845925
## 291 292 293 294 295
## (Intercept) 0.20152024 0.194934544 0.24202078 0.20152024 0.195560473
## demo$ethnicity1 0.16150567 0.160181572 0.15628554 0.16150567 0.159615180
## demo$ethnicity2 -0.07263825 -0.054011508 -0.05875275 -0.07263825 -0.042151383
## demo$ethnicity3 -0.15985357 -0.173657948 -0.14678268 -0.15985357 -0.195560473
## demo$ethnicity4 -0.15155012 -0.147028029 -0.11352638 -0.15155012 -0.139694995
## demo$ethnicity5 -0.14190034 -0.141925599 -0.10327643 -0.14190034 -0.134772074
## demo$ethnicity6 -0.09498935 -0.098214422 -0.06853784 -0.09498935 -0.093889552
## demo$ethnicity7 0.46514643 0.460237870 0.34131256 0.46514643 0.447296669
## demo$ethnicity8 0.02207365 0.009833051 -0.02342551 0.02207365 0.004241114
## demo$ethnicity9 0.11087347 0.121474041 0.12081939 0.11087347 0.124861259
## 296 297 298 299 300
## (Intercept) 0.195560473 0.194934544 0.48757771 0.20152024 0.195560473
## demo$ethnicity1 0.159615180 0.160181572 -0.15887423 0.16150567 0.159615180
## demo$ethnicity2 -0.042151383 -0.054011508 0.08293511 -0.07263825 -0.042151383
## demo$ethnicity3 -0.195560473 -0.173657948 0.15527943 -0.15985357 -0.195560473
## demo$ethnicity4 -0.139694995 -0.147028029 0.14869939 -0.15155012 -0.139694995
## demo$ethnicity5 -0.134772074 -0.141925599 0.14126508 -0.14190034 -0.134772074
## demo$ethnicity6 -0.093889552 -0.098214422 0.08785717 -0.09498935 -0.093889552
## demo$ethnicity7 0.447296669 0.460237870 -0.48757771 0.46514643 0.447296669
## demo$ethnicity8 0.004241114 0.009833051 0.01198137 0.02207365 0.004241114
## demo$ethnicity9 0.124861259 0.121474041 -0.11545128 0.11087347 0.124861259
## 301 302 303 304 305
## (Intercept) 0.194934544 0.195560473 0.21103488 0.312117980 0.194934544
## demo$ethnicity1 0.160181572 0.159615180 0.14397171 0.079839391 0.160181572
## demo$ethnicity2 -0.054011508 -0.042151383 -0.05630022 -0.062791018 -0.054011508
## demo$ethnicity3 -0.173657948 -0.195560473 -0.14436821 -0.034340202 -0.173657948
## demo$ethnicity4 -0.147028029 -0.139694995 -0.13750385 -0.036049608 -0.147028029
## demo$ethnicity5 -0.141925599 -0.134772074 -0.12240028 -0.045032495 -0.141925599
## demo$ethnicity6 -0.098214422 -0.093889552 -0.07749424 -0.008198832 -0.098214422
## demo$ethnicity7 0.460237870 0.447296669 0.41859475 0.132326465 0.460237870
## demo$ethnicity8 0.009833051 0.004241114 -0.01544801 -0.072994603 0.009833051
## demo$ethnicity9 0.121474041 0.124861259 0.11337945 0.077264824 0.121474041
## 306 307 308 309 310
## (Intercept) 0.19987250 0.194934544 0.23542392 0.242181510 0.48757771
## demo$ethnicity1 0.15530315 0.160181572 0.11567221 0.156124809 -0.15887423
## demo$ethnicity2 -0.05782704 -0.054011508 -0.05054871 -0.058913485 0.08293511
## demo$ethnicity3 -0.15639424 -0.173657948 -0.11347270 -0.146943415 0.15527943
## demo$ethnicity4 -0.14449337 -0.147028029 -0.09762269 -0.108519156 0.14869939
## demo$ethnicity5 -0.12942226 -0.141925599 -0.09338649 -0.114412777 0.14126508
## demo$ethnicity6 -0.08511917 -0.098214422 -0.04788047 -0.077385721 0.08785717
## demo$ethnicity7 0.44298464 0.460237870 0.32979348 0.341151823 -0.48757771
## demo$ethnicity8 -0.01488573 0.009833051 -0.04728578 -0.007326079 0.01198137
## demo$ethnicity9 0.12054923 0.121474041 0.09229239 0.120658654 -0.11545128
## 311 312
## (Intercept) 0.20152024 0.210096851
## demo$ethnicity1 0.16150567 0.158243065
## demo$ethnicity2 -0.07263825 -0.043734283
## demo$ethnicity3 -0.15985357 -0.187874629
## demo$ethnicity4 -0.15155012 -0.130500341
## demo$ethnicity5 -0.14190034 -0.131338801
## demo$ethnicity6 -0.09498935 -0.092672431
## demo$ethnicity7 0.46514643 0.419532779
## demo$ethnicity8 0.02207365 0.000641532
## demo$ethnicity9 0.11087347 0.131558858
##
## $f.perms
## [,1]
## [1,] 0.6737698
## [2,] 0.4698642
## [3,] 0.4098522
## [4,] 1.2097176
## [5,] 3.2495997
## [6,] 0.5237171
## [7,] 1.0575253
## [8,] 0.7490503
## [9,] 1.6596335
## [10,] 0.9000295
## [11,] 0.3793891
## [12,] 0.5416796
## [13,] 1.2539383
## [14,] 0.4137731
## [15,] 0.4140003
## [16,] 0.9946500
## [17,] 1.4072910
## [18,] 3.9447470
## [19,] 0.5499113
## [20,] 0.5457991
## [21,] 0.2387763
## [22,] 0.4033018
## [23,] 0.6572426
## [24,] 1.6014603
## [25,] 0.7322361
## [26,] 0.4246583
## [27,] 0.2870941
## [28,] 1.1263289
## [29,] 0.3947775
## [30,] 0.5861331
## [31,] 0.4528150
## [32,] 0.5042431
## [33,] 1.7008334
## [34,] 0.8769172
## [35,] 0.8707080
## [36,] 1.9944908
## [37,] 1.8420975
## [38,] 1.4689418
## [39,] 0.6598573
## [40,] 0.7590414
## [41,] 1.6512725
## [42,] 0.4831287
## [43,] 1.9761141
## [44,] 0.6794498
## [45,] 0.3295911
## [46,] 0.4048306
## [47,] 0.9120935
## [48,] 0.6720299
## [49,] 0.8493951
## [50,] 0.3871251
## [51,] 0.7766337
## [52,] 0.9399311
## [53,] 0.7306528
## [54,] 1.1177030
## [55,] 0.6614050
## [56,] 0.7741737
## [57,] 0.6933337
## [58,] 0.3784685
## [59,] 0.8311397
## [60,] 0.4501370
## [61,] 0.7329892
## [62,] 0.4507683
## [63,] 1.0101759
## [64,] 0.6448989
## [65,] 2.3682911
## [66,] 1.4006297
## [67,] 0.5397617
## [68,] 0.5192073
## [69,] 0.3792921
## [70,] 0.8826407
## [71,] 0.5060730
## [72,] 0.5704698
## [73,] 1.1770285
## [74,] 0.8799805
## [75,] 1.9427651
## [76,] 0.6733909
## [77,] 0.4341613
## [78,] 1.7733668
## [79,] 0.2460145
## [80,] 1.9271643
## [81,] 1.1752599
## [82,] 1.6328657
## [83,] 0.3058252
## [84,] 2.2485879
## [85,] 0.3854711
## [86,] 0.5663359
## [87,] 0.5546902
## [88,] 2.5598376
## [89,] 0.4407860
## [90,] 0.6354683
## [91,] 0.8834411
## [92,] 0.3273635
## [93,] 2.9315763
## [94,] 0.9011707
## [95,] 1.1639921
## [96,] 0.6884121
## [97,] 3.3375434
## [98,] 0.6418052
## [99,] 0.6135537
## [100,] 1.8003787
## [101,] 0.9100547
## [102,] 1.5162555
## [103,] 0.4712071
## [104,] 1.6420090
## [105,] 0.7932813
## [106,] 0.5739586
## [107,] 2.6223715
## [108,] 1.1476015
## [109,] 0.7384991
## [110,] 0.4737484
## [111,] 0.6991151
## [112,] 0.7131510
## [113,] 0.4930032
## [114,] 0.5533539
## [115,] 2.4180605
## [116,] 0.8095061
## [117,] 1.7758893
## [118,] 0.3200537
## [119,] 0.4901120
## [120,] 0.7931223
## [121,] 0.3551153
## [122,] 0.3020784
## [123,] 2.4758780
## [124,] 0.3277806
## [125,] 0.9685089
## [126,] 0.3786899
## [127,] 0.4088781
## [128,] 0.3756936
## [129,] 0.6361732
## [130,] 0.6994785
## [131,] 0.3398721
## [132,] 0.7257714
## [133,] 2.4881302
## [134,] 1.0800200
## [135,] 2.5128077
## [136,] 0.7742102
## [137,] 1.4052780
## [138,] 1.1113826
## [139,] 0.7331629
## [140,] 0.5239552
## [141,] 1.8919876
## [142,] 0.7546830
## [143,] 0.8713977
## [144,] 0.4060677
## [145,] 1.2761635
## [146,] 0.6555026
## [147,] 0.5801950
## [148,] 0.4069403
## [149,] 1.5162183
## [150,] 2.0770331
## [151,] 1.1496278
## [152,] 2.6221259
## [153,] 0.4784239
## [154,] 0.3992844
## [155,] 0.8815535
## [156,] 1.4952630
## [157,] 0.6647915
## [158,] 0.8806912
## [159,] 0.8975884
## [160,] 0.6255067
## [161,] 0.5217381
## [162,] 0.2022208
## [163,] 0.7333121
## [164,] 0.7551592
## [165,] 0.6624707
## [166,] 0.6292943
## [167,] 0.4851582
## [168,] 0.4918012
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## [170,] 0.8317304
## [171,] 0.8131962
## [172,] 2.2606257
## [173,] 0.4212574
## [174,] 0.4617429
## [175,] 2.8328674
## [176,] 1.2024283
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## [431,] 0.7889377
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## [475,] 2.8872908
## [476,] 0.6753503
## [477,] 0.2546112
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## [554,] 0.5994203
## [555,] 1.2345959
## [556,] 0.6981328
## [557,] 0.9948837
## [558,] 0.6147170
## [559,] 2.8824667
## [560,] 1.8429878
## [561,] 0.4139988
## [562,] 0.8471518
## [563,] 0.3920227
## [564,] 0.4516238
## [565,] 1.5808348
## [566,] 3.1503947
## [567,] 0.7362110
## [568,] 0.5604245
## [569,] 0.4484168
## [570,] 0.3318116
## [571,] 1.1509375
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## [573,] 0.7939873
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## [575,] 1.5750842
## [576,] 0.5881666
## [577,] 0.2911613
## [578,] 0.8404776
## [579,] 2.1883339
## [580,] 0.9272092
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## [598,] 0.7033438
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## [602,] 1.0501552
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## [604,] 1.4606183
## [605,] 0.7020154
## [606,] 0.5404812
## [607,] 0.8009804
## [608,] 0.5874692
## [609,] 2.2326021
## [610,] 1.2498194
## [611,] 0.4909646
## [612,] 1.3348691
## [613,] 2.5336022
## [614,] 1.6069536
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## [628,] 1.0031909
## [629,] 1.3758958
## [630,] 0.7251748
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## [632,] 2.2918104
## [633,] 0.3171456
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## [635,] 0.3981771
## [636,] 0.5736334
## [637,] 0.5421493
## [638,] 0.5207782
## [639,] 0.8474204
## [640,] 0.7643484
## [641,] 0.5521102
## [642,] 1.1422408
## [643,] 0.4381697
## [644,] 0.3397005
## [645,] 1.9512247
## [646,] 0.5689610
## [647,] 0.3777975
## [648,] 1.0560246
## [649,] 0.8328241
## [650,] 0.5027118
## [651,] 0.3154331
## [652,] 1.5334672
## [653,] 0.5721071
## [654,] 0.6646452
## [655,] 1.7253102
## [656,] 0.9533337
## [657,] 1.3442849
## [658,] 0.4623315
## [659,] 1.1758921
## [660,] 0.9192815
## [661,] 3.4222469
## [662,] 0.6450809
## [663,] 0.9605987
## [664,] 2.4692404
## [665,] 0.9083557
## [666,] 1.6274011
## [667,] 0.7908868
## [668,] 0.7570353
## [669,] 0.3177646
## [670,] 0.3437676
## [671,] 3.7522374
## [672,] 0.4029825
## [673,] 0.6885818
## [674,] 0.8608469
## [675,] 0.5519126
## [676,] 0.8194411
## [677,] 2.4307367
## [678,] 1.6123838
## [679,] 4.8495016
## [680,] 0.3092860
## [681,] 0.5445388
## [682,] 0.8525638
## [683,] 0.6936150
## [684,] 5.1309105
## [685,] 2.3352370
## [686,] 0.9473610
## [687,] 2.0744577
## [688,] 1.7830668
## [689,] 0.5004370
## [690,] 0.6733248
## [691,] 0.3908406
## [692,] 1.0621717
## [693,] 0.4460538
## [694,] 0.3254419
## [695,] 0.3866950
## [696,] 0.7765163
## [697,] 2.3925487
## [698,] 0.7126029
## [699,] 0.8564005
## [700,] 0.3887258
## [701,] 1.1062014
## [702,] 1.0972759
## [703,] 2.3395062
## [704,] 0.3962362
## [705,] 0.9553953
## [706,] 0.5484815
## [707,] 0.5303049
## [708,] 1.3256865
## [709,] 1.0728939
## [710,] 0.6713669
## [711,] 2.6296056
## [712,] 0.5272834
## [713,] 0.6582644
## [714,] 1.4940367
## [715,] 0.3882075
## [716,] 2.6577136
## [717,] 1.0593608
## [718,] 0.3901141
## [719,] 1.5386392
## [720,] 0.4597750
## [721,] 1.0183247
## [722,] 0.4637259
## [723,] 0.3238116
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## [725,] 0.7809507
## [726,] 0.7920238
## [727,] 0.9572617
## [728,] 0.5334486
## [729,] 0.9850900
## [730,] 0.4650195
## [731,] 0.3779591
## [732,] 0.5925008
## [733,] 0.6933106
## [734,] 0.5084272
## [735,] 2.3466245
## [736,] 0.5789855
## [737,] 0.3536171
## [738,] 1.8093790
## [739,] 2.7637918
## [740,] 0.7624108
## [741,] 0.8233748
## [742,] 0.7045477
## [743,] 0.6711157
## [744,] 3.6380299
## [745,] 0.5930601
## [746,] 2.1752830
## [747,] 0.4871047
## [748,] 0.2751151
## [749,] 0.5110075
## [750,] 0.3836793
## [751,] 1.0520784
## [752,] 1.2107316
## [753,] 0.6713058
## [754,] 0.8049994
## [755,] 0.3209900
## [756,] 0.5193728
## [757,] 0.9837635
## [758,] 0.7809507
## [759,] 0.4800649
## [760,] 1.0976499
## [761,] 0.5432254
## [762,] 1.1112263
## [763,] 1.4337410
## [764,] 0.3226851
## [765,] 0.3413571
## [766,] 2.1984504
## [767,] 0.4176739
## [768,] 0.8610612
## [769,] 0.8844028
## [770,] 1.1574311
## [771,] 0.5427153
## [772,] 0.9076503
## [773,] 0.3407362
## [774,] 4.6747019
## [775,] 0.5572934
## [776,] 0.3008041
## [777,] 1.8844764
## [778,] 1.4302416
## [779,] 0.3607086
## [780,] 0.3754632
## [781,] 0.9945009
## [782,] 1.9128233
## [783,] 2.4630370
## [784,] 1.7007960
## [785,] 0.4375507
## [786,] 0.8484833
## [787,] 0.5756725
## [788,] 0.8205453
## [789,] 2.1150017
## [790,] 0.3512933
## [791,] 0.4386636
## [792,] 0.5160359
## [793,] 0.9719171
## [794,] 0.9784792
## [795,] 1.6436977
## [796,] 0.3836956
## [797,] 0.5094749
## [798,] 0.4674981
## [799,] 0.5619193
## [800,] 1.8837119
## [801,] 0.6246589
## [802,] 0.7546839
## [803,] 2.5694874
## [804,] 0.3342278
## [805,] 1.9318874
## [806,] 0.7631539
## [807,] 0.9215141
## [808,] 1.9054437
## [809,] 0.3464382
## [810,] 0.6711685
## [811,] 0.3358668
## [812,] 1.9468162
## [813,] 0.8937523
## [814,] 1.4030665
## [815,] 0.6186584
## [816,] 0.3627440
## [817,] 1.3757710
## [818,] 0.6536501
## [819,] 0.8773410
## [820,] 2.2583718
## [821,] 0.7490683
## [822,] 1.0263758
## [823,] 1.4247178
## [824,] 0.8049144
## [825,] 1.1597353
## [826,] 0.4413219
## [827,] 0.4592266
## [828,] 0.6387133
## [829,] 2.3656269
## [830,] 0.6701020
## [831,] 0.5161255
## [832,] 0.3958568
## [833,] 0.9741715
## [834,] 0.5736651
## [835,] 0.3725706
## [836,] 0.3938443
## [837,] 1.4256744
## [838,] 0.8473994
## [839,] 0.8507980
## [840,] 0.8882529
## [841,] 2.3130211
## [842,] 0.8901175
## [843,] 0.6086443
## [844,] 1.2044665
## [845,] 0.5072156
## [846,] 1.8107709
## [847,] 0.8719720
## [848,] 0.4265933
## [849,] 2.1897834
## [850,] 1.0195911
## [851,] 0.5278885
## [852,] 0.7708783
## [853,] 0.6949445
## [854,] 0.7538941
## [855,] 0.5954678
## [856,] 1.3092104
## [857,] 0.4011311
## [858,] 1.3224624
## [859,] 0.7285988
## [860,] 1.0420702
## [861,] 4.3853336
## [862,] 2.1261368
## [863,] 0.6657165
## [864,] 0.4157552
## [865,] 0.9952042
## [866,] 1.4705859
## [867,] 1.1076421
## [868,] 0.3509914
## [869,] 0.3037102
## [870,] 0.7439897
## [871,] 2.0380740
## [872,] 0.9508672
## [873,] 1.6880585
## [874,] 0.6033793
## [875,] 3.2133814
## [876,] 4.3416609
## [877,] 0.3786222
## [878,] 2.5637000
## [879,] 1.0854273
## [880,] 0.6293992
## [881,] 1.1101594
## [882,] 0.4026451
## [883,] 0.2815395
## [884,] 0.3283201
## [885,] 1.1416724
## [886,] 1.2177245
## [887,] 2.3915672
## [888,] 0.8649232
## [889,] 2.4460344
## [890,] 0.8697064
## [891,] 0.6893252
## [892,] 0.2353342
## [893,] 2.4182185
## [894,] 0.3142683
## [895,] 0.9289019
## [896,] 2.0263744
## [897,] 0.8717592
## [898,] 0.5009635
## [899,] 0.4335974
## [900,] 1.1538512
## [901,] 0.6879794
## [902,] 0.8622618
## [903,] 2.3380639
## [904,] 0.6513437
## [905,] 0.9664916
## [906,] 0.5848733
## [907,] 0.7630833
## [908,] 0.8977253
## [909,] 1.5979804
## [910,] 0.2248016
## [911,] 0.5278617
## [912,] 0.3692114
## [913,] 2.9330168
## [914,] 0.7749108
## [915,] 0.6745926
## [916,] 0.4207104
## [917,] 0.9441120
## [918,] 0.2694697
## [919,] 0.8219692
## [920,] 1.8599658
## [921,] 0.5554014
## [922,] 0.4435083
## [923,] 4.8232562
## [924,] 0.9170482
## [925,] 0.6645637
## [926,] 2.2509495
## [927,] 0.3974564
## [928,] 2.8642173
## [929,] 0.5804417
## [930,] 1.0795594
## [931,] 0.5232611
## [932,] 0.5711215
## [933,] 0.4073384
## [934,] 0.8562448
## [935,] 0.7760641
## [936,] 1.1856537
## [937,] 0.5190328
## [938,] 0.4017824
## [939,] 0.6199458
## [940,] 0.5670321
## [941,] 2.0531702
## [942,] 0.9581244
## [943,] 0.3729064
## [944,] 1.2069313
## [945,] 0.8617553
## [946,] 0.9128577
## [947,] 0.5844345
## [948,] 1.4296873
## [949,] 1.9232803
## [950,] 2.6521724
## [951,] 0.8524884
## [952,] 0.6666232
## [953,] 0.4988273
## [954,] 0.7188491
## [955,] 0.6417503
## [956,] 1.5860775
## [957,] 2.6564126
## [958,] 0.7492167
## [959,] 0.2844239
## [960,] 1.8237540
## [961,] 0.5289807
## [962,] 2.3331772
## [963,] 0.3160642
## [964,] 0.5618096
## [965,] 0.3543217
## [966,] 1.7619534
## [967,] 0.3022241
## [968,] 0.3567333
## [969,] 1.2435056
## [970,] 0.9137484
## [971,] 0.7212785
## [972,] 0.5428094
## [973,] 0.3813003
## [974,] 0.6367292
## [975,] 0.6689674
## [976,] 1.6849126
## [977,] 0.5274872
## [978,] 0.3777685
## [979,] 0.3855657
## [980,] 0.6736408
## [981,] 0.5647093
## [982,] 0.8668743
## [983,] 0.6864902
## [984,] 0.5137974
## [985,] 2.6535233
## [986,] 0.4163208
## [987,] 1.0718121
## [988,] 1.7185274
## [989,] 0.5859383
## [990,] 0.6974129
## [991,] 3.0738294
## [992,] 2.3944860
## [993,] 0.4673503
## [994,] 0.5486187
## [995,] 0.4491544
## [996,] 3.3410386
## [997,] 0.8909574
## [998,] 0.5305432
## [999,] 0.6811338
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 -1 -1 -1 -1
## 4 1 -1 -1 -1 -1
## 5 1 -1 -1 -1 -1
## 6 1 -1 -1 -1 -1
## 7 1 0 0 0 0
## 8 1 -1 -1 -1 -1
## 9 1 -1 -1 -1 -1
## 10 1 -1 -1 -1 -1
## 11 1 -1 -1 -1 -1
## 12 1 -1 -1 -1 -1
## 13 1 -1 -1 -1 -1
## 14 1 -1 -1 -1 -1
## 15 1 -1 -1 -1 -1
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 0
## 18 1 -1 -1 -1 -1
## 19 1 0 0 1 0
## 20 1 0 0 0 0
## 21 1 -1 -1 -1 -1
## 22 1 -1 -1 -1 -1
## 23 1 -1 -1 -1 -1
## 24 1 0 0 0 0
## 25 1 -1 -1 -1 -1
## 26 1 1 0 0 0
## 27 1 -1 -1 -1 -1
## 28 1 -1 -1 -1 -1
## 29 1 1 0 0 0
## 30 1 -1 -1 -1 -1
## 31 1 -1 -1 -1 -1
## 32 1 0 0 0 0
## 33 1 -1 -1 -1 -1
## 34 1 0 0 0 0
## 35 1 0 0 0 0
## 36 1 -1 -1 -1 -1
## 37 1 0 0 0 1
## 38 1 -1 -1 -1 -1
## 39 1 -1 -1 -1 -1
## 40 1 -1 -1 -1 -1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 -1 -1 -1 -1
## 44 1 -1 -1 -1 -1
## 45 1 -1 -1 -1 -1
## 46 1 -1 -1 -1 -1
## 47 1 0 1 0 0
## 48 1 -1 -1 -1 -1
## 49 1 -1 -1 -1 -1
## 50 1 -1 -1 -1 -1
## 51 1 1 0 0 0
## 52 1 -1 -1 -1 -1
## 53 1 -1 -1 -1 -1
## 54 1 1 0 0 0
## 55 1 -1 -1 -1 -1
## 56 1 -1 -1 -1 -1
## 57 1 -1 -1 -1 -1
## 58 1 -1 -1 -1 -1
## 59 1 -1 -1 -1 -1
## 60 1 -1 -1 -1 -1
## 61 1 -1 -1 -1 -1
## 62 1 -1 -1 -1 -1
## 63 1 -1 -1 -1 -1
## 64 1 -1 -1 -1 -1
## 65 1 -1 -1 -1 -1
## 66 1 0 0 0 0
## 67 1 -1 -1 -1 -1
## 68 1 -1 -1 -1 -1
## 69 1 -1 -1 -1 -1
## 70 1 0 0 0 0
## 71 1 -1 -1 -1 -1
## 72 1 -1 -1 -1 -1
## 73 1 -1 -1 -1 -1
## 74 1 -1 -1 -1 -1
## 75 1 -1 -1 -1 -1
## 76 1 -1 -1 -1 -1
## 77 1 -1 -1 -1 -1
## 78 1 -1 -1 -1 -1
## 79 1 -1 -1 -1 -1
## 80 1 -1 -1 -1 -1
## 81 1 -1 -1 -1 -1
## 82 1 -1 -1 -1 -1
## 83 1 -1 -1 -1 -1
## 84 1 -1 -1 -1 -1
## 85 1 -1 -1 -1 -1
## 86 1 0 0 0 0
## 87 1 -1 -1 -1 -1
## 88 1 -1 -1 -1 -1
## 89 1 -1 -1 -1 -1
## 90 1 0 0 0 1
## 91 1 -1 -1 -1 -1
## 92 1 -1 -1 -1 -1
## 93 1 -1 -1 -1 -1
## 94 1 -1 -1 -1 -1
## 95 1 -1 -1 -1 -1
## 96 1 -1 -1 -1 -1
## 97 1 0 0 0 0
## 98 1 0 0 0 0
## 99 1 -1 -1 -1 -1
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##
## $terms
## gm ~ demo$ethnicity
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## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Grade Motivation
across ethnicity.
Competency in Science
Now, Competency in Science:
And an Adonis
test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 0.3432 0.038136 1.1495 0.03312 0.294
## Residuals 302 10.0190 0.033176 0.96688
## Total 311 10.3623 1.00000
##
## $call
## adonis(formula = sci_comp ~ demo$ethnicity)
##
## $coefficients
## sci_comp1 sci_comp2 sci_comp3 sci_comp4
## (Intercept) 3.26218222 3.3706889 3.07357925 3.86589283
## demo$ethnicity1 0.33781778 0.8293111 0.92642075 0.93410717
## demo$ethnicity2 -0.51218222 -0.1206889 -0.32357925 0.38410717
## demo$ethnicity3 0.73781778 0.6293111 -0.07357925 1.13410717
## demo$ethnicity4 -0.26218222 -0.1484667 -0.74024592 -0.08811505
## demo$ethnicity5 0.07115111 0.4070889 0.14864297 -0.08811505
## demo$ethnicity6 -0.20335869 0.1587228 -0.13240278 -0.16001047
## demo$ethnicity7 -0.26218222 -0.3706889 -0.07357925 -0.86589283
## demo$ethnicity8 0.07115111 -0.7040223 -0.40691258 -0.86589283
## demo$ethnicity9 0.23781778 -0.1206889 0.92642075 0.13410717
## sci_competancy_ave
## (Intercept) 3.39308581
## demo$ethnicity1 0.75691419
## demo$ethnicity2 -0.14308581
## demo$ethnicity3 0.60691419
## demo$ethnicity4 -0.30975247
## demo$ethnicity5 0.13469197
## demo$ethnicity6 -0.08426228
## demo$ethnicity7 -0.39308581
## demo$ethnicity8 -0.47641914
## demo$ethnicity9 0.29441419
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.148107609 0.144648242 0.172860026 0.39723395 0.263325620
## demo$ethnicity1 -0.010843795 0.051811749 0.023599966 0.07536745 0.069682113
## demo$ethnicity2 0.010127972 0.050649563 0.006074143 0.01868220 0.013896602
## demo$ethnicity3 -0.081440943 -0.001791099 -0.030002883 0.05731151 0.070007713
## demo$ethnicity4 0.030939067 0.059966978 0.020072655 -0.02170365 -0.013330261
## demo$ethnicity5 -0.014969314 -0.012257025 -0.008905679 0.02326995 0.005698071
## demo$ethnicity6 0.021094455 0.025442046 0.008522806 0.01016858 0.011072452
## demo$ethnicity7 -0.009646071 -0.144648242 -0.039526693 -0.06390062 -0.063325620
## demo$ethnicity8 0.019911714 -0.019107117 0.002320349 -0.09571880 -0.095569629
## demo$ethnicity9 -0.007313958 -0.027988902 -0.010530356 0.04319667 0.031046674
## 6 7 8 9
## (Intercept) 0.152039813 0.276133179 0.166790822 0.281207333
## demo$ethnicity1 0.029874724 0.074652331 -0.009233112 0.069578178
## demo$ethnicity2 0.025076175 0.003866821 0.029013374 -0.003985111
## demo$ethnicity3 -0.009182670 0.057200154 -0.066790822 0.052126000
## demo$ethnicity4 0.036765131 -0.005150166 0.072499219 0.001777908
## demo$ethnicity5 -0.005891982 -0.018220599 -0.022974877 0.019395305
## demo$ethnicity6 0.016716430 0.003861121 0.018264907 0.013615272
## demo$ethnicity7 -0.085373146 -0.076133179 -0.023933679 -0.081207333
## demo$ethnicity8 0.023140562 -0.047375009 0.020132255 -0.082078793
## demo$ethnicity9 -0.051380472 0.018239115 -0.059635650 0.032212580
## 10 11 12 13
## (Intercept) 0.168735475 0.178974650 0.381987833 0.135882064
## demo$ethnicity1 0.052737178 0.042498003 0.070613566 -0.019186668
## demo$ethnicity2 0.027881066 -0.001405728 0.005356888 0.020295092
## demo$ethnicity3 0.016449710 0.006210535 0.072557622 -0.085882064
## demo$ethnicity4 0.043233089 0.019002145 -0.031367847 0.066614361
## demo$ethnicity5 -0.012320179 -0.021267595 0.015360142 -0.009380889
## demo$ethnicity6 0.016872490 0.006057591 0.007198627 0.020812709
## demo$ethnicity7 -0.125257214 -0.065931172 -0.048654499 0.006975079
## demo$ethnicity8 -0.005737239 -0.015976414 -0.080472681 0.034374346
## demo$ethnicity9 -0.025309549 0.011932757 0.037390158 -0.080853328
## 14 15 16 17 18
## (Intercept) 0.135882064 0.1394119632 0.17602388 0.52118092 0.130310729
## demo$ethnicity1 -0.019186668 0.0078518515 -0.07288394 0.07557421 0.016953085
## demo$ethnicity2 0.020295092 0.0188236185 0.02870140 -0.02118092 0.044591519
## demo$ethnicity3 -0.085882064 -0.0727452965 -0.07014153 0.07881908 -0.063644063
## demo$ethnicity4 0.066614361 0.0337087868 0.06170986 -0.05961852 0.055320309
## demo$ethnicity5 -0.009380889 -0.0119806557 -0.01420457 0.01973713 -0.003894571
## demo$ethnicity6 0.020812709 0.0163102477 0.01440766 -0.01759605 0.025857937
## demo$ethnicity7 0.006975079 -0.0009504247 0.02397612 -0.02118092 -0.053387652
## demo$ethnicity8 0.034374346 0.0108295827 0.04993317 -0.05011865 0.019930817
## demo$ethnicity9 -0.080853328 -0.0395706933 -0.07503953 0.05006091 -0.072903322
## 19 20 21 22 23
## (Intercept) 0.136477044 0.152039813 0.184138324 0.15020411 0.142240116
## demo$ethnicity1 -0.029781648 0.029874724 0.037533789 0.01907739 0.040954427
## demo$ethnicity2 0.019700112 0.025076175 0.012977664 0.04337767 0.051341665
## demo$ethnicity3 -0.136477044 -0.009182670 -0.041281181 -0.04675584 -0.038791840
## demo$ethnicity4 0.059889113 0.036765131 0.031715745 0.04627209 0.061965554
## demo$ethnicity5 -0.010346240 -0.005891982 -0.012584466 0.01112561 -0.010024794
## demo$ethnicity6 0.029433415 0.016716430 0.009739941 0.02555684 0.026735158
## demo$ethnicity7 0.006380099 -0.085373146 -0.050804991 -0.04620411 -0.102240116
## demo$ethnicity8 0.050446033 0.023140562 -0.008957949 -0.01163703 -0.003673036
## demo$ethnicity9 -0.042655205 -0.051380472 -0.005808654 -0.05845148 -0.050487488
## 24 25 26 27 28
## (Intercept) 0.128528935 0.16447100 0.20609685 0.138365600 0.187437711
## demo$ethnicity1 -0.002097694 0.02811021 -0.10155344 0.009564882 0.060594624
## demo$ethnicity2 0.028808021 0.03082681 0.02491988 0.036536649 0.009969696
## demo$ethnicity3 -0.096270871 -0.02161385 -0.09498574 -0.018365600 0.043331519
## demo$ethnicity4 0.059929678 0.01860310 0.05672078 0.059775726 0.011740974
## demo$ethnicity5 -0.011911833 0.01343207 -0.02134839 -0.005819173 -0.009859980
## demo$ethnicity6 0.022701588 0.02019687 0.01597906 0.021422976 0.011781707
## demo$ethnicity7 -0.017417824 -0.03113766 0.04390315 -0.061442523 -0.096528621
## demo$ethnicity8 0.032223753 -0.03892987 0.06848808 0.011875946 -0.038233933
## demo$ethnicity9 -0.058733131 -0.03181166 -0.05339335 -0.081487293 0.002222266
## 29 30 31 32
## (Intercept) 0.136477044 0.1964628118 0.169908028 0.135882064
## demo$ethnicity1 -0.029781648 0.0355695236 0.036326530 -0.019186668
## demo$ethnicity2 0.019700112 0.0009445956 0.026708514 0.020295092
## demo$ethnicity3 -0.136477044 0.0343064189 0.015277158 -0.085882064
## demo$ethnicity4 0.059889113 -0.0061730158 0.012195751 0.066614361
## demo$ethnicity5 -0.010346240 0.0143754864 0.011820923 -0.009380889
## demo$ethnicity6 0.029433415 0.0103520661 0.019240554 0.020812709
## demo$ethnicity7 0.006380099 -0.0328264482 -0.056864549 0.006975079
## demo$ethnicity8 0.050446033 -0.0472590332 -0.058973283 0.034374346
## demo$ethnicity9 -0.042655205 -0.0068028341 -0.009815435 -0.080853328
## 33 34 35 36
## (Intercept) 0.2002040677 0.1723511528 0.198507865 0.1771558370
## demo$ethnicity1 0.0222299499 0.0122459952 0.022964788 -0.0109707002
## demo$ethnicity2 -0.0030880803 0.0373995803 -0.018933930 0.0371811195
## demo$ethnicity3 -0.0002040677 -0.0523511528 -0.013322680 -0.0416719661
## demo$ethnicity4 0.0567928581 0.0679959346 0.008825654 0.0543923036
## demo$ethnicity5 -0.0247354868 -0.0188483661 -0.018406172 0.0026522619
## demo$ethnicity6 0.0009472312 0.0179579818 -0.001426333 0.0203947850
## demo$ethnicity7 -0.0668707344 -0.0338896143 -0.015899170 -0.0067854667
## demo$ethnicity8 0.0246155571 0.0001126153 0.016553863 0.0008011522
## demo$ethnicity9 -0.0384897820 -0.0582241687 -0.007600458 -0.0806637029
## 37 38 39 40 41
## (Intercept) 0.165195468 0.135882064 0.146324950 0.135882064 0.18754744
## demo$ethnicity1 -0.048500072 -0.019186668 0.003228872 -0.019186668 -0.08073231
## demo$ethnicity2 0.015224113 0.020295092 0.027012006 0.020295092 0.01966839
## demo$ethnicity3 -0.115195468 -0.085882064 -0.062453982 -0.085882064 -0.10183316
## demo$ethnicity4 0.031170689 0.066614361 0.074515561 0.066614361 0.06293886
## demo$ethnicity5 -0.009761407 -0.009380889 -0.017037214 -0.009380889 -0.02261830
## demo$ethnicity6 0.019505417 0.020812709 0.019418729 0.020812709 0.02155387
## demo$ethnicity7 0.034804532 0.006975079 -0.035213839 0.006975079 0.03825901
## demo$ethnicity8 0.038394276 0.034374346 0.014427738 0.034374346 0.06351988
## demo$ethnicity9 -0.019247192 -0.080853328 -0.062736042 -0.080853328 -0.05993651
## 42 43 44 45 46
## (Intercept) 0.18529126 0.154660285 0.241328377 0.249052188 0.144648242
## demo$ethnicity1 -0.09554582 -0.017396470 0.039155246 0.065115645 0.051811749
## demo$ethnicity2 0.02192458 0.003575297 -0.017513183 0.021821829 0.050649563
## demo$ethnicity3 -0.09957697 -0.087993618 0.038671623 0.030947812 -0.001791099
## demo$ethnicity4 0.06011568 0.043481042 -0.011788141 0.031363114 0.059966978
## demo$ethnicity5 -0.01528275 -0.015699532 0.020182917 -0.017111259 -0.012257025
## demo$ethnicity6 0.01878956 0.017903124 0.010054719 0.009361271 0.025442046
## demo$ethnicity7 0.04051520 -0.016198746 -0.022280758 -0.106195045 -0.144648242
## demo$ethnicity8 0.06577607 0.058769667 -0.043121749 -0.022775385 -0.019107117
## demo$ethnicity9 -0.05768033 -0.028681449 -0.001526005 -0.009249817 -0.027988902
## 47 48 49 50
## (Intercept) 0.2385613384 0.188385075 0.144648242 0.168735475
## demo$ethnicity1 0.0254709970 0.059647260 0.051811749 0.052737178
## demo$ethnicity2 -0.0367094866 0.029022332 0.050649563 0.027881066
## demo$ethnicity3 -0.0077921077 0.042384156 -0.001791099 0.016449710
## demo$ethnicity4 -0.0022750697 0.019259218 0.059966978 0.043233089
## demo$ethnicity5 -0.0111766236 0.007534808 -0.012257025 -0.012320179
## demo$ethnicity6 -0.0089611549 0.020022019 0.025442046 0.016872490
## demo$ethnicity7 -0.0021977021 -0.097475984 -0.144648242 -0.125257214
## demo$ethnicity8 0.0201161245 -0.093918138 -0.019107117 -0.005737239
## demo$ethnicity9 0.0005412257 0.018666207 -0.027988902 -0.025309549
## 51 52 53 54 55
## (Intercept) 0.18529126 0.1964628118 0.168735475 0.18366238 0.177376680
## demo$ethnicity1 -0.09554582 0.0355695236 0.052737178 -0.08941134 0.028857878
## demo$ethnicity2 0.02192458 0.0009445956 0.027881066 0.02106289 0.019239861
## demo$ethnicity3 -0.09957697 0.0343064189 0.016449710 -0.07778003 0.007808505
## demo$ethnicity4 0.06011568 -0.0061730158 0.043233089 0.05930011 0.026126275
## demo$ethnicity5 -0.01528275 0.0143754864 -0.012320179 -0.01678267 0.010789980
## demo$ethnicity6 0.01878956 0.0103520661 0.016872490 0.01855693 0.015536607
## demo$ethnicity7 0.04051520 -0.0328264482 -0.125257214 0.01633762 -0.064333202
## demo$ethnicity8 0.06577607 -0.0472590332 -0.005737239 0.05798094 -0.014378444
## demo$ethnicity9 -0.05768033 -0.0068028341 -0.025309549 -0.04664863 -0.033950755
## 56 57 58 59
## (Intercept) 0.196219482 0.169908028 0.137810689 0.130310729
## demo$ethnicity1 0.051812853 0.036326530 -0.001056867 0.016953085
## demo$ethnicity2 0.021187925 0.026708514 0.035526268 0.044591519
## demo$ethnicity3 0.034549748 0.015277158 -0.053939721 -0.063644063
## demo$ethnicity4 0.033721355 0.012195751 0.062731899 0.055320309
## demo$ethnicity5 0.006371668 0.011820923 -0.002788186 -0.003894571
## demo$ethnicity6 0.016109180 0.019240554 0.024049887 0.025857937
## demo$ethnicity7 -0.105310391 -0.056864549 -0.026699577 -0.053387652
## demo$ethnicity8 -0.047015704 -0.058973283 0.022942000 0.019930817
## demo$ethnicity9 -0.006559505 -0.009815435 -0.095203824 -0.072903322
## 60 61 62 63
## (Intercept) 0.2392334113 0.145449800 0.142240116 0.169657398
## demo$ethnicity1 -0.0025226628 -0.028754404 0.040954427 0.051815255
## demo$ethnicity2 -0.0386068449 0.026111972 0.051341665 0.046006762
## demo$ethnicity3 -0.0540482261 -0.095449800 -0.038791840 0.015527787
## demo$ethnicity4 0.0005876122 0.062602181 0.061965554 0.050391974
## demo$ethnicity5 -0.0131353395 -0.001528034 -0.010024794 0.004195432
## demo$ethnicity6 -0.0016299583 0.030703662 0.026735158 0.024710435
## demo$ethnicity7 0.0129405017 -0.002592657 -0.102240116 -0.126179137
## demo$ethnicity8 0.0476448955 0.041473277 -0.003673036 -0.058722654
## demo$ethnicity9 0.0139702924 -0.077921064 -0.050487488 -0.009564805
## 64 65 66 67 68
## (Intercept) 0.241328377 0.228715895 0.218367185 0.20609685 0.137810689
## demo$ethnicity1 0.039155246 0.068609833 0.045665150 -0.10155344 -0.001056867
## demo$ethnicity2 -0.017513183 0.039681342 -0.018737556 0.02491988 0.035526268
## demo$ethnicity3 0.038671623 0.051284105 0.012402045 -0.09498574 -0.053939721
## demo$ethnicity4 -0.011788141 0.008612438 0.015772009 0.05672078 0.062731899
## demo$ethnicity5 0.020182917 0.006761163 -0.024243037 -0.02134839 -0.002788186
## demo$ethnicity6 0.010054719 0.020325626 -0.001672528 0.01597906 0.024049887
## demo$ethnicity7 -0.022280758 -0.085858752 -0.054730822 0.04390315 -0.026699577
## demo$ethnicity8 -0.043121749 -0.117838702 -0.014426565 0.06848808 0.022942000
## demo$ethnicity9 -0.001526005 0.029268295 0.020735379 -0.05339335 -0.095203824
## 69 70 71 72
## (Intercept) 0.142240116 0.2400006778 0.154019509 0.135882064
## demo$ethnicity1 0.040954427 0.0404829450 -0.006089028 -0.019186668
## demo$ethnicity2 0.051341665 -0.0137087035 0.004216073 0.020295092
## demo$ethnicity3 -0.038791840 0.0399993222 -0.034019509 -0.085882064
## demo$ethnicity4 0.061965554 -0.0185412502 0.050706179 0.066614361
## demo$ethnicity5 -0.010024794 0.0215106159 -0.014635476 -0.009380889
## demo$ethnicity6 0.026735158 0.0020615882 0.008683956 0.020812709
## demo$ethnicity7 -0.102240116 -0.0209530588 -0.015557970 0.006975079
## demo$ethnicity8 -0.003673036 -0.0417940501 0.041632665 0.034374346
## demo$ethnicity9 -0.050487488 -0.0001983063 -0.069522154 -0.080853328
## 73 74 75 76 77
## (Intercept) 0.137810689 0.263325620 0.20609685 0.137810689 0.165123401
## demo$ethnicity1 -0.001056867 0.069682113 -0.10155344 -0.001056867 -0.017192920
## demo$ethnicity2 0.035526268 0.013896602 0.02491988 0.035526268 0.026445514
## demo$ethnicity3 -0.053939721 0.070007713 -0.09498574 -0.053939721 -0.045123401
## demo$ethnicity4 0.062731899 -0.013330261 0.05672078 0.062731899 0.052639324
## demo$ethnicity5 -0.002788186 0.005698071 -0.02134839 -0.002788186 0.008093107
## demo$ethnicity6 0.024049887 0.011072452 0.01597906 0.024049887 0.026173901
## demo$ethnicity7 -0.026699577 -0.063325620 0.04390315 -0.026699577 -0.026661863
## demo$ethnicity8 0.022942000 -0.095569629 0.06848808 0.022942000 0.002895922
## demo$ethnicity9 -0.095203824 0.031046674 -0.05339335 -0.095203824 -0.052477899
## 78 79 80 81
## (Intercept) 0.156588873 0.131419779 0.154660285 0.161287339
## demo$ethnicity1 -0.046794975 0.027539139 -0.017396470 -0.034230487
## demo$ethnicity2 0.021755353 0.044770697 0.003575297 -0.003950382
## demo$ethnicity3 -0.077800994 -0.027971504 -0.087993618 -0.077416371
## demo$ethnicity4 0.061496080 0.050811407 0.043481042 0.051339222
## demo$ethnicity5 -0.009337388 -0.006496158 -0.015699532 -0.014150049
## demo$ethnicity6 0.014381608 0.025591145 0.017903124 0.016418499
## demo$ethnicity7 0.015824920 -0.091419779 -0.016198746 0.009083032
## demo$ethnicity8 0.042495992 0.007147301 0.058769667 0.060225206
## demo$ethnicity9 -0.071789264 -0.055051767 -0.028681449 -0.052384589
## 82 83 84 85 86
## (Intercept) 0.135882064 0.173813311 0.15409598 0.142499164 0.140871133
## demo$ethnicity1 -0.019186668 0.008101226 -0.03681235 0.026782335 0.018087786
## demo$ethnicity2 0.020295092 0.021484494 0.02632360 0.033691312 0.017928039
## demo$ethnicity3 -0.085882064 -0.030956169 -0.05409598 -0.039050888 -0.037422857
## demo$ethnicity4 0.066614361 0.015609990 0.06564183 0.026764147 0.028392179
## demo$ethnicity5 -0.009380889 0.010185715 -0.01630448 -0.003057025 -0.014850962
## demo$ethnicity6 0.020812709 0.025377288 0.02079604 0.021762305 0.015655564
## demo$ethnicity7 0.006975079 -0.040479978 -0.01123883 -0.038499164 -0.036871133
## demo$ethnicity8 0.034374346 -0.029224567 0.03282710 -0.003932084 -0.002304052
## demo$ethnicity9 -0.080853328 0.002802073 -0.07323391 -0.050746536 -0.020510586
## 87 88 89 90 91
## (Intercept) 0.33241285 0.136316708 0.187437711 0.169285405 0.131419779
## demo$ethnicity1 0.07656965 -0.009259856 0.060594624 0.013909138 0.027539139
## demo$ethnicity2 0.01043028 0.021020249 0.009969696 0.008561386 0.044770697
## demo$ethnicity3 0.05889150 -0.052445740 0.043331519 -0.065837129 -0.027971504
## demo$ethnicity4 -0.01109617 0.064225879 0.011740974 0.023580392 0.050811407
## demo$ethnicity5 0.01932270 -0.013773680 -0.009859980 -0.006859138 -0.006496158
## demo$ethnicity6 0.01378960 0.018399654 0.011781707 0.010548257 0.025591145
## demo$ethnicity7 -0.06925496 -0.025205597 -0.096528621 -0.001285405 -0.091419779
## demo$ethnicity8 -0.10148787 0.024435980 -0.038233933 0.016712506 0.007147301
## demo$ethnicity9 0.04157265 -0.067013514 0.002222266 -0.033540243 -0.055051767
## 92 93 94 95 96
## (Intercept) 0.188123551 0.37515801 0.164466781 0.1745645373 0.52118092
## demo$ethnicity1 0.006105474 0.06544802 -0.063815741 0.0325621210 0.07557421
## demo$ethnicity2 0.022849534 0.01788120 0.013877445 0.0225514502 -0.02118092
## demo$ethnicity3 -0.029502862 0.01614633 -0.085678903 -0.0317073944 0.07881908
## demo$ethnicity4 0.051760616 -0.01276653 0.059005378 0.0183681435 -0.05961852
## demo$ethnicity5 0.015961468 0.02501716 -0.012007302 0.0033385273 0.01973713
## demo$ethnicity6 0.022472982 0.01244494 0.018673292 0.0148867821 -0.01759605
## demo$ethnicity7 -0.020123551 -0.02778959 0.007947012 -0.0412312040 -0.02118092
## demo$ethnicity8 -0.002125641 -0.07952715 0.050779700 0.0006158379 -0.05011865
## demo$ethnicity9 -0.081556108 0.01882749 -0.042521522 -0.0419051966 0.05006091
## 97 98 99 100
## (Intercept) 0.138365600 0.146234846 0.276826568 0.236954233
## demo$ethnicity1 0.009564882 -0.046137918 0.073958943 0.060371495
## demo$ethnicity2 0.036536649 0.008579969 0.025395655 0.031443004
## demo$ethnicity3 -0.018365600 -0.115931816 0.056506766 0.043045767
## demo$ethnicity4 0.059775726 0.065924182 -0.004952438 0.023646828
## demo$ethnicity5 -0.005819173 -0.009656399 0.012664960 0.005444212
## demo$ethnicity6 0.021422976 0.025003523 0.013717962 0.016179360
## demo$ethnicity7 -0.061442523 0.026178947 -0.076826568 -0.094097090
## demo$ethnicity8 0.011875946 0.052850020 -0.109070576 -0.068377235
## demo$ethnicity9 -0.081487293 -0.061435237 0.036593346 0.002848138
## 101 102 103 104
## (Intercept) 0.157068531 0.128528935 0.1964628118 0.137810689
## demo$ethnicity1 -0.009804716 -0.002097694 0.0355695236 -0.001056867
## demo$ethnicity2 0.034500384 0.028808021 0.0009445956 0.035526268
## demo$ethnicity3 -0.090401864 -0.096270871 0.0343064189 -0.053939721
## demo$ethnicity4 0.048183906 0.059929678 -0.0061730158 0.062731899
## demo$ethnicity5 0.010017709 -0.011911833 0.0143754864 -0.002788186
## demo$ethnicity6 0.030608862 0.022701588 0.0103520661 0.024049887
## demo$ethnicity7 -0.018606993 -0.017417824 -0.0328264482 -0.026699577
## demo$ethnicity8 0.010950793 0.032223753 -0.0472590332 0.022942000
## demo$ethnicity9 -0.043893928 -0.058733131 -0.0068028341 -0.095203824
## 105 106 107 108
## (Intercept) 0.18529126 0.376981950 0.140871133 0.187437711
## demo$ethnicity1 -0.09554582 0.075619448 0.018087786 0.060594624
## demo$ethnicity2 0.02192458 -0.014637230 0.017928039 0.009969696
## demo$ethnicity3 -0.09957697 0.077563504 -0.037422857 0.043331519
## demo$ethnicity4 0.06011568 -0.035718690 0.028392179 0.011740974
## demo$ethnicity5 -0.01528275 0.020366024 -0.014850962 -0.009859980
## demo$ethnicity6 0.01878956 0.001224118 0.015655564 0.011781707
## demo$ethnicity7 0.04051520 -0.043648617 -0.036871133 -0.096528621
## demo$ethnicity8 0.06577607 -0.075466799 -0.002304052 -0.038233933
## demo$ethnicity9 -0.05768033 0.042396040 -0.020510586 0.002222266
## 109 110 111 112 113
## (Intercept) 0.1964628118 0.170290865 0.15528708 0.16885550 0.135882064
## demo$ethnicity1 0.0355695236 -0.001009366 -0.04800345 -0.05758979 -0.019186668
## demo$ethnicity2 0.0009445956 0.023290916 0.02513250 0.01301263 0.020295092
## demo$ethnicity3 0.0343064189 -0.066842589 -0.10528708 -0.11003197 -0.085882064
## demo$ethnicity4 -0.0061730158 0.019347729 0.05276490 0.06314347 0.066614361
## demo$ethnicity5 0.0143754864 0.011452483 -0.01278659 -0.01782051 -0.009380889
## demo$ethnicity6 0.0103520661 0.026702448 0.02291520 0.02143068 0.020812709
## demo$ethnicity7 -0.0328264482 -0.002290865 -0.01242994 0.03114450 0.006975079
## demo$ethnicity8 -0.0472590332 -0.013332980 0.04830266 0.05710155 0.034374346
## demo$ethnicity9 -0.0068028341 -0.020752600 -0.02313191 -0.05610645 -0.080853328
## 114 115 116 117
## (Intercept) 0.168735475 0.316982591 0.219850400 0.154660285
## demo$ethnicity1 0.052737178 0.073176385 -0.004889615 -0.017396470
## demo$ethnicity2 0.027881066 0.002331135 0.024846570 0.003575297
## demo$ethnicity3 0.016449710 0.074321757 -0.046517066 -0.087993618
## demo$ethnicity4 0.043233089 -0.018962932 0.027919060 0.043481042
## demo$ethnicity5 -0.012320179 0.001172715 -0.021487482 -0.015699532
## demo$ethnicity6 0.016872490 0.001335559 0.001830358 0.017903124
## demo$ethnicity7 -0.125257214 -0.053824696 -0.019850400 -0.016198746
## demo$ethnicity8 -0.005737239 -0.086057612 0.011357330 0.058769667
## demo$ethnicity9 -0.025309549 0.037002917 -0.008474738 -0.028681449
## 118 119 120 121 122
## (Intercept) 0.289045922 0.52118092 0.1964628118 0.52118092 0.280295243
## demo$ethnicity1 0.043961811 0.07557421 0.0355695236 0.07557421 0.070490267
## demo$ethnicity2 -0.031268144 -0.02118092 0.0009445956 -0.02118092 0.021926979
## demo$ethnicity3 0.044287411 0.07881908 0.0343064189 0.07881908 0.053038090
## demo$ethnicity4 -0.025293949 -0.05961852 -0.0061730158 -0.05961852 -0.009312230
## demo$ethnicity5 0.016741902 0.01973713 0.0143754864 0.01973713 -0.011271552
## demo$ethnicity6 -0.006339378 -0.01759605 0.0103520661 -0.01759605 0.009881375
## demo$ethnicity7 -0.009045922 -0.02118092 -0.0328264482 -0.02118092 -0.080295243
## demo$ethnicity8 -0.028915203 -0.05011865 -0.0472590332 -0.05011865 -0.051537074
## demo$ethnicity9 0.005326372 0.05006091 -0.0068028341 0.05006091 0.014077051
## 123 124 125 126
## (Intercept) 0.52118092 0.2187581285 0.188385075 0.135882064
## demo$ethnicity1 0.07557421 0.0617254943 0.059647260 -0.019186668
## demo$ethnicity2 -0.02118092 0.0050570656 0.029022332 0.020295092
## demo$ethnicity3 0.07881908 0.0612418715 0.042384156 -0.085882064
## demo$ethnicity4 -0.05961852 0.0003245908 0.019259218 0.066614361
## demo$ethnicity5 0.01973713 0.0078300403 0.007534808 -0.009380889
## demo$ethnicity6 -0.01759605 0.0097767128 0.020022019 0.020812709
## demo$ethnicity7 -0.02118092 -0.0759009857 -0.097475984 0.006975079
## demo$ethnicity8 -0.05011865 -0.0782513059 -0.093918138 0.034374346
## demo$ethnicity9 0.05006091 0.0210442430 0.018666207 -0.080853328
## 127 128 129 130
## (Intercept) 0.2277425721 0.376981950 0.16653755 0.146234846
## demo$ethnicity1 0.0695831560 0.075619448 -0.07280938 -0.046137918
## demo$ethnicity2 0.0196020338 -0.014637230 0.01533058 0.008579969
## demo$ethnicity3 0.0522574279 0.077563504 -0.10771402 -0.115931816
## demo$ethnicity4 0.0006968724 -0.035718690 0.06023266 0.065924182
## demo$ethnicity5 -0.0116119196 0.020366024 -0.01027380 -0.009656399
## demo$ethnicity6 0.0116395067 0.001224118 0.01859053 0.025003523
## demo$ethnicity7 -0.0848854292 -0.043648617 0.03346245 0.026178947
## demo$ethnicity8 -0.0591655740 -0.075466799 0.05941950 0.052850020
## demo$ethnicity9 0.0120597995 0.042396040 -0.05378850 -0.061435237
## 131 132 133 134 135
## (Intercept) 0.151506533 0.144648242 0.15020411 0.177770527 0.138365600
## demo$ethnicity1 0.007452386 0.051811749 0.01907739 0.058940222 0.009564882
## demo$ethnicity2 0.024683943 0.050649563 0.04337767 0.058946265 0.036536649
## demo$ethnicity3 -0.048058257 -0.001791099 -0.04675584 0.007414658 -0.018365600
## demo$ethnicity4 0.023887047 0.059966978 0.04627209 0.050744454 0.059775726
## demo$ethnicity5 -0.006169281 -0.012257025 0.01112561 -0.013274422 -0.005819173
## demo$ethnicity6 0.026736756 0.025442046 0.02555684 0.026336436 0.021422976
## demo$ethnicity7 -0.047506533 -0.144648242 -0.04620411 -0.134292266 -0.061442523
## demo$ethnicity8 0.005451352 -0.019107117 -0.01163703 -0.041438957 0.011875946
## demo$ethnicity9 -0.017352883 -0.027988902 -0.05845148 -0.017677934 -0.081487293
## 136 137 138 139 140
## (Intercept) 0.130310729 0.52118092 0.169657398 0.196219482 0.135882064
## demo$ethnicity1 0.016953085 0.07557421 0.051815255 0.051812853 -0.019186668
## demo$ethnicity2 0.044591519 -0.02118092 0.046006762 0.021187925 0.020295092
## demo$ethnicity3 -0.063644063 0.07881908 0.015527787 0.034549748 -0.085882064
## demo$ethnicity4 0.055320309 -0.05961852 0.050391974 0.033721355 0.066614361
## demo$ethnicity5 -0.003894571 0.01973713 0.004195432 0.006371668 -0.009380889
## demo$ethnicity6 0.025857937 -0.01759605 0.024710435 0.016109180 0.020812709
## demo$ethnicity7 -0.053387652 -0.02118092 -0.126179137 -0.105310391 0.006975079
## demo$ethnicity8 0.019930817 -0.05011865 -0.058722654 -0.047015704 0.034374346
## demo$ethnicity9 -0.072903322 0.05006091 -0.009564805 -0.006559505 -0.080853328
## 141 142 143 144
## (Intercept) 0.144648242 0.130310729 0.166790822 0.169908028
## demo$ethnicity1 0.051811749 0.016953085 -0.009233112 0.036326530
## demo$ethnicity2 0.050649563 0.044591519 0.029013374 0.026708514
## demo$ethnicity3 -0.001791099 -0.063644063 -0.066790822 0.015277158
## demo$ethnicity4 0.059966978 0.055320309 0.072499219 0.012195751
## demo$ethnicity5 -0.012257025 -0.003894571 -0.022974877 0.011820923
## demo$ethnicity6 0.025442046 0.025857937 0.018264907 0.019240554
## demo$ethnicity7 -0.144648242 -0.053387652 -0.023933679 -0.056864549
## demo$ethnicity8 -0.019107117 0.019930817 0.020132255 -0.058973283
## demo$ethnicity9 -0.027988902 -0.072903322 -0.059635650 -0.009815435
## 145 146 147 148 149
## (Intercept) 0.188385075 0.142240116 0.130310729 0.52118092 0.15600950
## demo$ethnicity1 0.059647260 0.040954427 0.016953085 0.07557421 -0.04621560
## demo$ethnicity2 0.029022332 0.051341665 0.044591519 -0.02118092 0.02233473
## demo$ethnicity3 0.042384156 -0.038791840 -0.063644063 0.07881908 -0.07722162
## demo$ethnicity4 0.019259218 0.061965554 0.055320309 -0.05961852 0.06746266
## demo$ethnicity5 0.007534808 -0.010024794 -0.003894571 0.01973713 -0.01369629
## demo$ethnicity6 0.020022019 0.026735158 0.025857937 -0.01759605 0.02068611
## demo$ethnicity7 -0.097475984 -0.102240116 -0.053387652 -0.02118092 0.01640429
## demo$ethnicity8 -0.093918138 -0.003673036 0.019930817 -0.05011865 0.04307537
## demo$ethnicity9 0.018666207 -0.050487488 -0.072903322 0.05006091 -0.08333110
## 150 151 152 153 154
## (Intercept) 0.44266223 0.128752604 0.52118092 0.39723395 0.20474602
## demo$ethnicity1 0.07847649 0.008511211 0.07557421 0.07536745 0.05928631
## demo$ethnicity2 -0.02890931 0.029482978 -0.02118092 0.01868220 0.03488361
## demo$ethnicity3 0.08114730 -0.062085937 0.07881908 0.05731151 0.02602321
## demo$ethnicity4 -0.04413760 0.056878434 -0.05961852 -0.02170365 0.03408370
## demo$ethnicity5 0.01579764 -0.015270015 0.01973713 0.02326995 -0.01203141
## demo$ethnicity6 -0.01097289 0.019988353 -0.01759605 0.01016858 0.01784627
## demo$ethnicity7 -0.03089752 -0.051829527 -0.02118092 -0.06390062 -0.11383693
## demo$ethnicity8 -0.06170984 0.021488942 -0.05011865 -0.09571880 -0.02887558
## demo$ethnicity9 0.04877470 -0.043726149 0.05006091 0.04319667 -0.01508604
## 155 156 157 158 159
## (Intercept) 0.138427724 0.52118092 0.52118092 0.20609685 0.135882064
## demo$ethnicity1 -0.011996483 0.07557421 0.07557421 -0.10155344 -0.019186668
## demo$ethnicity2 0.034909232 -0.02118092 -0.02118092 0.02491988 0.020295092
## demo$ethnicity3 -0.106169660 0.07881908 0.07881908 -0.09498574 -0.085882064
## demo$ethnicity4 0.055765656 -0.05961852 -0.05961852 0.05672078 0.066614361
## demo$ethnicity5 -0.003800723 0.01973713 0.01973713 -0.02134839 -0.009380889
## demo$ethnicity6 0.032959776 -0.01759605 -0.01759605 0.01597906 0.020812709
## demo$ethnicity7 -0.027316613 -0.02118092 -0.02118092 0.04390315 0.006975079
## demo$ethnicity8 0.039529265 -0.05011865 -0.05011865 0.06848808 0.034374346
## demo$ethnicity9 -0.055728694 0.05006091 0.05006091 -0.05339335 -0.080853328
## 160 161 162 163 164
## (Intercept) 0.140871133 0.2187581285 0.130310729 0.15954650 0.39723395
## demo$ethnicity1 0.018087786 0.0617254943 0.016953085 -0.04141783 0.07536745
## demo$ethnicity2 0.017928039 0.0050570656 0.044591519 0.01879773 0.01868220
## demo$ethnicity3 -0.037422857 0.0612418715 -0.063644063 -0.12924347 0.05731151
## demo$ethnicity4 0.028392179 0.0003245908 0.055320309 0.05799973 -0.02170365
## demo$ethnicity5 -0.014850962 0.0078300403 -0.003894571 -0.01802978 0.02326995
## demo$ethnicity6 0.015655564 0.0097767128 0.025857937 0.02565159 0.01016858
## demo$ethnicity7 -0.036871133 -0.0759009857 -0.053387652 0.01286729 -0.06390062
## demo$ethnicity8 -0.002304052 -0.0782513059 0.019930817 0.05569998 -0.09571880
## demo$ethnicity9 -0.020510586 0.0210442430 -0.072903322 -0.03717113 0.04319667
## 165 166 167 168
## (Intercept) 0.16597402 0.144014886 0.163609217 0.1964628118
## demo$ethnicity1 -0.07224585 -0.036731254 -0.026855395 0.0355695236
## demo$ethnicity2 0.01589411 0.012162271 0.025727740 0.0009445956
## demo$ethnicity3 -0.10715049 -0.094014886 -0.079738249 0.0343064189
## demo$ethnicity4 0.06602495 0.064037095 0.055854950 -0.0061730158
## demo$ethnicity5 -0.01451507 -0.012149314 0.010574623 0.0143754864
## demo$ethnicity6 0.02470962 0.025256918 0.028625449 0.0103520661
## demo$ethnicity7 0.03402598 -0.001157743 0.006761153 -0.0328264482
## demo$ethnicity8 0.05998303 0.042908191 0.014347772 -0.0472590332
## demo$ethnicity9 -0.06498968 -0.050652817 -0.067117083 -0.0068028341
## 169 170 171 172
## (Intercept) 0.218259154 0.146324950 0.228715895 0.128528935
## demo$ethnicity1 0.057201753 0.003228872 0.068609833 -0.002097694
## demo$ethnicity2 0.041370475 0.027012006 0.039681342 0.028808021
## demo$ethnicity3 0.012510077 -0.062453982 0.051284105 -0.096270871
## demo$ethnicity4 0.014469105 0.074515561 0.008612438 0.059929678
## demo$ethnicity5 0.009344022 -0.017037214 0.006761163 -0.011911833
## demo$ethnicity6 0.021720454 0.019418729 0.020325626 0.022701588
## demo$ethnicity7 -0.054622791 -0.035213839 -0.085858752 -0.017417824
## demo$ethnicity8 -0.097125551 0.014427738 -0.117838702 0.032223753
## demo$ethnicity9 0.006183432 -0.062736042 0.029268295 -0.058733131
## 173 174 175 176 177
## (Intercept) 0.228715895 0.138365600 0.188123551 0.14720583 0.131419779
## demo$ethnicity1 0.068609833 0.009564882 0.006105474 0.01405799 0.027539139
## demo$ethnicity2 0.039681342 0.036536649 0.022849534 0.02769642 0.044770697
## demo$ethnicity3 0.051284105 -0.018365600 -0.029502862 -0.02720583 -0.027971504
## demo$ethnicity4 0.008612438 0.059775726 0.051760616 0.07203838 0.050811407
## demo$ethnicity5 0.006761163 -0.005819173 0.015961468 -0.02058533 -0.006496158
## demo$ethnicity6 0.020325626 0.021422976 0.022472982 0.01663173 0.025591145
## demo$ethnicity7 -0.085858752 -0.061442523 -0.020123551 -0.07028275 -0.091419779
## demo$ethnicity8 -0.117838702 0.011875946 -0.002125641 0.00303572 0.007147301
## demo$ethnicity9 0.029268295 -0.081487293 -0.081556108 -0.04789366 -0.055051767
## 178 179 180 181
## (Intercept) 0.1723511528 0.135882064 0.188385075 0.228715895
## demo$ethnicity1 0.0122459952 -0.019186668 0.059647260 0.068609833
## demo$ethnicity2 0.0373995803 0.020295092 0.029022332 0.039681342
## demo$ethnicity3 -0.0523511528 -0.085882064 0.042384156 0.051284105
## demo$ethnicity4 0.0679959346 0.066614361 0.019259218 0.008612438
## demo$ethnicity5 -0.0188483661 -0.009380889 0.007534808 0.006761163
## demo$ethnicity6 0.0179579818 0.020812709 0.020022019 0.020325626
## demo$ethnicity7 -0.0338896143 0.006975079 -0.097475984 -0.085858752
## demo$ethnicity8 0.0001126153 0.034374346 -0.093918138 -0.117838702
## demo$ethnicity9 -0.0582241687 -0.080853328 0.018666207 0.029268295
## 182 183 184 185
## (Intercept) 0.170248789 0.135882064 0.168735475 0.173813311
## demo$ethnicity1 0.040756657 -0.019186668 0.052737178 0.008101226
## demo$ethnicity2 0.045049017 0.020295092 0.027881066 0.021484494
## demo$ethnicity3 -0.027391646 -0.085882064 0.016449710 -0.030956169
## demo$ethnicity4 0.057287820 0.066614361 0.043233089 0.015609990
## demo$ethnicity5 -0.022720695 -0.009380889 -0.012320179 0.010185715
## demo$ethnicity6 0.020569791 0.020812709 0.016872490 0.025377288
## demo$ethnicity7 -0.103582122 0.006975079 -0.125257214 -0.040479978
## demo$ethnicity8 -0.020465239 0.034374346 -0.005737239 -0.029224567
## demo$ethnicity9 -0.007919118 -0.080853328 -0.025309549 0.002802073
## 186 187 188 189
## (Intercept) 0.1576718601 0.263325620 0.267706386 0.181685107
## demo$ethnicity1 0.0123215413 0.069682113 0.065301347 0.050822029
## demo$ethnicity2 0.0185186161 0.013896602 -0.015484164 0.033979054
## demo$ethnicity3 0.0009488296 0.070007713 0.065626948 0.003500079
## demo$ethnicity4 0.0443648086 -0.013330261 -0.006599916 0.024372496
## demo$ethnicity5 -0.0058659525 0.005698071 0.012428417 0.007978000
## demo$ethnicity6 0.0138401537 0.011072452 0.010969761 0.020539504
## demo$ethnicity7 -0.0536718601 -0.063325620 -0.067706386 -0.068641628
## demo$ethnicity8 0.0283260500 -0.095569629 -0.068577845 -0.070750362
## demo$ethnicity9 -0.0818736481 0.031046674 0.026665909 -0.004925847
## 190 191 192 193 194
## (Intercept) 0.145449800 0.52118092 0.135882064 0.16653755 0.16597402
## demo$ethnicity1 -0.028754404 0.07557421 -0.019186668 -0.07280938 -0.07224585
## demo$ethnicity2 0.026111972 -0.02118092 0.020295092 0.01533058 0.01589411
## demo$ethnicity3 -0.095449800 0.07881908 -0.085882064 -0.10771402 -0.10715049
## demo$ethnicity4 0.062602181 -0.05961852 0.066614361 0.06023266 0.06602495
## demo$ethnicity5 -0.001528034 0.01973713 -0.009380889 -0.01027380 -0.01451507
## demo$ethnicity6 0.030703662 -0.01759605 0.020812709 0.01859053 0.02470962
## demo$ethnicity7 -0.002592657 -0.02118092 0.006975079 0.03346245 0.03402598
## demo$ethnicity8 0.041473277 -0.05011865 0.034374346 0.05941950 0.05998303
## demo$ethnicity9 -0.077921064 0.05006091 -0.080853328 -0.05378850 -0.06498968
## 195 196 197 198
## (Intercept) 0.218259154 0.135882064 0.188385075 0.228715895
## demo$ethnicity1 0.057201753 -0.019186668 0.059647260 0.068609833
## demo$ethnicity2 0.041370475 0.020295092 0.029022332 0.039681342
## demo$ethnicity3 0.012510077 -0.085882064 0.042384156 0.051284105
## demo$ethnicity4 0.014469105 0.066614361 0.019259218 0.008612438
## demo$ethnicity5 0.009344022 -0.009380889 0.007534808 0.006761163
## demo$ethnicity6 0.021720454 0.020812709 0.020022019 0.020325626
## demo$ethnicity7 -0.054622791 0.006975079 -0.097475984 -0.085858752
## demo$ethnicity8 -0.097125551 0.034374346 -0.093918138 -0.117838702
## demo$ethnicity9 0.006183432 -0.080853328 0.018666207 0.029268295
## 199 200 201 202 203
## (Intercept) 0.146234846 0.136477044 0.52118092 0.128752604 0.447989211
## demo$ethnicity1 -0.046137918 -0.029781648 0.07557421 0.008511211 0.073149505
## demo$ethnicity2 0.008579969 0.019700112 -0.02118092 0.029482978 -0.007569631
## demo$ethnicity3 -0.115931816 -0.136477044 0.07881908 -0.062085937 0.075820313
## demo$ethnicity4 0.065924182 0.059889113 -0.05961852 0.056878434 -0.039588044
## demo$ethnicity5 -0.009656399 -0.010346240 0.01973713 -0.015270015 0.010470654
## demo$ethnicity6 0.025003523 0.029433415 -0.01759605 0.019988353 -0.004623622
## demo$ethnicity7 0.026178947 0.006380099 -0.02118092 -0.051829527 -0.036224505
## demo$ethnicity8 0.052850020 0.050446033 -0.05011865 0.021488942 -0.067036830
## demo$ethnicity9 -0.061435237 -0.042655205 0.05006091 -0.043726149 0.043447715
## 204 205 206 207 208
## (Intercept) 0.128752604 0.209862889 0.20609685 0.38051669 0.169365418
## demo$ethnicity1 0.008511211 0.038169447 -0.10155344 0.07208471 0.024863608
## demo$ethnicity2 0.029482978 0.007544519 0.02491988 0.01039946 0.041607667
## demo$ethnicity3 -0.062085937 0.020906342 -0.09498574 0.07402877 -0.010744728
## demo$ethnicity4 0.056878434 0.007657948 0.05672078 -0.03925343 0.062053141
## demo$ethnicity5 -0.015270015 0.019317561 -0.02134839 0.01683129 0.005605207
## demo$ethnicity6 0.019988353 0.020324860 0.01597906 -0.00231062 0.022124586
## demo$ethnicity7 -0.051829527 -0.046226525 0.04390315 -0.04718336 -0.065365418
## demo$ethnicity8 0.021488942 -0.060659110 0.06848808 -0.07900154 -0.030798337
## demo$ethnicity9 -0.043726149 -0.002811606 -0.05339335 0.03886130 -0.062797975
## 209 210 211 212 213
## (Intercept) 0.136316708 0.154019509 0.164215284 0.16447100 0.376981950
## demo$ethnicity1 -0.009259856 -0.006089028 0.042911374 0.02811021 0.075619448
## demo$ethnicity2 0.021020249 0.004216073 0.049264339 0.03082681 -0.014637230
## demo$ethnicity3 -0.052445740 -0.034019509 -0.021358142 -0.02161385 0.077563504
## demo$ethnicity4 0.064225879 0.050706179 0.055240516 0.01860310 -0.035718690
## demo$ethnicity5 -0.013773680 -0.014635476 0.006150416 0.01343207 0.020366024
## demo$ethnicity6 0.018399654 0.008683956 0.025406538 0.02019687 0.001224118
## demo$ethnicity7 -0.025205597 -0.015557970 -0.097548618 -0.03113766 -0.043648617
## demo$ethnicity8 0.024435980 0.041632665 -0.038674159 -0.03892987 -0.075466799
## demo$ethnicity9 -0.067013514 -0.069522154 -0.031555944 -0.03181166 0.042396040
## 214 215 216 217
## (Intercept) 0.200930385 0.154019509 0.142240116 0.139006375
## demo$ethnicity1 0.031576751 -0.006089028 0.040954427 -0.001742561
## demo$ethnicity2 0.016738788 0.004216073 0.051341665 0.035895873
## demo$ethnicity3 -0.015745200 -0.034019509 -0.038791840 -0.072339709
## demo$ethnicity4 0.007076535 0.050706179 0.061965554 0.052550589
## demo$ethnicity5 0.020484085 -0.014635476 -0.010024794 -0.006883230
## demo$ethnicity6 0.013632795 0.008683956 0.026735158 0.030642144
## demo$ethnicity7 -0.018321689 -0.015557970 -0.102240116 -0.062083298
## demo$ethnicity8 -0.037932149 0.041632665 -0.003673036 0.029012948
## demo$ethnicity9 -0.024171126 -0.069522154 -0.050487488 -0.040646587
## 218 219 220 221 222
## (Intercept) 0.252472609 0.20609685 0.136477044 0.2812947673 0.17890536
## demo$ethnicity1 0.011559726 -0.10155344 -0.029781648 0.0694907435 -0.05822789
## demo$ethnicity2 -0.012842979 0.02491988 0.019700112 0.0431496772 0.02581991
## demo$ethnicity3 -0.021703378 -0.09498574 -0.136477044 0.0520385660 -0.07302301
## demo$ethnicity4 -0.000883125 0.05672078 0.059889113 -0.0009550291 0.05882837
## demo$ethnicity5 0.024808987 -0.02134839 -0.010346240 0.0081967603 -0.01751001
## demo$ethnicity6 0.020075215 0.01597906 0.029433415 0.0190641697 0.01112872
## demo$ethnicity7 -0.016108973 0.04390315 0.006380099 -0.0812947673 0.02109464
## demo$ethnicity8 -0.028019168 0.06848808 0.050446033 -0.1135387760 0.04705169
## demo$ethnicity9 0.019405875 -0.05339335 -0.042655205 0.0321251461 -0.06615631
## 223 224 225 226 227
## (Intercept) 0.321392630 0.276826568 0.377298350 0.25105295 0.263325620
## demo$ethnicity1 0.068766346 0.073958943 0.075303049 0.06311488 0.069682113
## demo$ethnicity2 0.021450508 0.025395655 -0.014953630 0.03839692 0.013896602
## demo$ethnicity3 0.069911718 0.056506766 0.077247104 0.02894705 0.070007713
## demo$ethnicity4 -0.023372971 -0.004952438 -0.026678365 0.03825124 -0.013330261
## demo$ethnicity5 0.008614528 0.012664960 0.007351212 0.01069190 0.005698071
## demo$ethnicity6 0.007690610 0.013717962 0.000469425 0.02667940 0.011072452
## demo$ethnicity7 -0.058234735 -0.076826568 -0.043965017 -0.10819581 -0.063325620
## demo$ethnicity8 -0.090467651 -0.109070576 -0.075783199 -0.08247595 -0.095569629
## demo$ethnicity9 0.032592878 0.036593346 0.042079640 0.00693124 0.031046674
## 228 229 230 231 232
## (Intercept) 0.20474602 0.135882064 0.263325620 0.304856344 0.18366238
## demo$ethnicity1 0.05928631 -0.019186668 0.069682113 0.063706944 -0.08941134
## demo$ethnicity2 0.03488361 0.020295092 0.013896602 0.041810323 0.02106289
## demo$ethnicity3 0.02602321 -0.085882064 0.070007713 0.028476989 -0.07778003
## demo$ethnicity4 0.03408370 0.066614361 -0.013330261 0.030166398 0.05930011
## demo$ethnicity5 -0.01203141 -0.009380889 0.005698071 0.012292711 -0.01678267
## demo$ethnicity6 0.01784627 0.020812709 0.011072452 0.025741533 0.01855693
## demo$ethnicity7 -0.11383693 0.006975079 -0.063325620 -0.104856344 0.01633762
## demo$ethnicity8 -0.02887558 0.034374346 -0.095569629 -0.076098174 0.05798094
## demo$ethnicity9 -0.01508604 -0.080853328 0.031046674 0.008563569 -0.04664863
## 233 234 235 236 237
## (Intercept) 0.290113579 0.16653755 0.135882064 0.263325620 0.18529126
## demo$ethnicity1 0.042894154 -0.07280938 -0.019186668 0.069682113 -0.09554582
## demo$ethnicity2 -0.035113579 0.01533058 0.020295092 0.013896602 0.02192458
## demo$ethnicity3 0.043219754 -0.10771402 -0.085882064 0.070007713 -0.09957697
## demo$ethnicity4 -0.026361607 0.06023266 0.066614361 -0.013330261 0.06011568
## demo$ethnicity5 0.026785356 -0.01027380 -0.009380889 0.005698071 -0.01528275
## demo$ethnicity6 0.002775283 0.01859053 0.020812709 0.011072452 0.01878956
## demo$ethnicity7 -0.010113579 0.03346245 0.006975079 -0.063325620 0.04051520
## demo$ethnicity8 -0.029982860 0.05941950 0.034374346 -0.095569629 0.06577607
## demo$ethnicity9 0.004258715 -0.05378850 -0.080853328 0.031046674 -0.05768033
## 238 239 240 241
## (Intercept) 0.2187581285 0.316982591 0.446467973 0.135882064
## demo$ethnicity1 0.0617254943 0.073176385 0.074670743 -0.019186668
## demo$ethnicity2 0.0050570656 0.002331135 -0.001945829 0.020295092
## demo$ethnicity3 0.0612418715 0.074321757 0.077341551 -0.085882064
## demo$ethnicity4 0.0003245908 -0.018962932 -0.047943350 0.066614361
## demo$ethnicity5 0.0078300403 0.001172715 0.011991892 -0.009380889
## demo$ethnicity6 0.0097767128 0.001335559 -0.014778634 0.020812709
## demo$ethnicity7 -0.0759009857 -0.053824696 -0.034703267 0.006975079
## demo$ethnicity8 -0.0782513059 -0.086057612 -0.065515592 0.034374346
## demo$ethnicity9 0.0210442430 0.037002917 0.044968953 -0.080853328
## 242 243 244 245 246
## (Intercept) 0.168986105 0.135882064 0.20609685 0.252472609 0.276133179
## demo$ethnicity1 0.037248453 -0.019186668 -0.10155344 0.011559726 0.074652331
## demo$ethnicity2 0.008582817 0.020295092 0.02491988 -0.012842979 0.003866821
## demo$ethnicity3 0.016199080 -0.085882064 -0.09498574 -0.021703378 0.057200154
## demo$ethnicity4 0.005036866 0.066614361 0.05672078 -0.000883125 -0.005150166
## demo$ethnicity5 -0.004694688 -0.009380889 -0.02134839 0.024808987 -0.018220599
## demo$ethnicity6 0.011402609 0.020812709 0.01597906 0.020075215 0.003861121
## demo$ethnicity7 -0.055942627 0.006975079 0.04390315 -0.016108973 -0.076133179
## demo$ethnicity8 -0.005987869 0.034374346 0.06848808 -0.028019168 -0.047375009
## demo$ethnicity9 -0.025560179 -0.080853328 -0.05339335 0.019405875 0.018239115
## 247 248 249 250
## (Intercept) 0.290113579 0.228715895 0.154019509 0.136477044
## demo$ethnicity1 0.042894154 0.068609833 -0.006089028 -0.029781648
## demo$ethnicity2 -0.035113579 0.039681342 0.004216073 0.019700112
## demo$ethnicity3 0.043219754 0.051284105 -0.034019509 -0.136477044
## demo$ethnicity4 -0.026361607 0.008612438 0.050706179 0.059889113
## demo$ethnicity5 0.026785356 0.006761163 -0.014635476 -0.010346240
## demo$ethnicity6 0.002775283 0.020325626 0.008683956 0.029433415
## demo$ethnicity7 -0.010113579 -0.085858752 -0.015557970 0.006380099
## demo$ethnicity8 -0.029982860 -0.117838702 0.041632665 0.050446033
## demo$ethnicity9 0.004258715 0.029268295 -0.069522154 -0.042655205
## 251 252 253 254 255
## (Intercept) 0.139006375 0.18043693 0.266332593 0.146234846 0.228715895
## demo$ethnicity1 -0.001742561 -0.05374153 0.066675140 -0.046137918 0.068609833
## demo$ethnicity2 0.035895873 0.03075188 -0.011332593 0.008579969 0.039681342
## demo$ethnicity3 -0.072339709 -0.08043693 0.067000740 -0.115931816 0.051284105
## demo$ethnicity4 0.052550589 0.05757106 -0.013691731 0.065924182 0.008612438
## demo$ethnicity5 -0.006883230 0.00717233 0.013802210 -0.009656399 0.006761163
## demo$ethnicity6 0.030642144 0.03065538 0.002529147 0.025003523 0.020325626
## demo$ethnicity7 -0.062083298 0.01956307 -0.066332593 0.026178947 -0.085858752
## demo$ethnicity8 0.029012948 0.02315282 -0.067204053 0.052850020 -0.117838702
## demo$ethnicity9 -0.040646587 -0.07328176 0.028039701 -0.061435237 0.029268295
## 256 257 258 259 260
## (Intercept) 0.377298350 0.131419779 0.190144422 0.146234846 0.39723395
## demo$ethnicity1 0.075303049 0.027539139 0.031328232 -0.046137918 0.07536745
## demo$ethnicity2 -0.014953630 0.044770697 0.025519739 0.008579969 0.01868220
## demo$ethnicity3 0.077247104 -0.027971504 -0.004959237 -0.115931816 0.05731151
## demo$ethnicity4 -0.026678365 0.050811407 0.039261676 0.065924182 -0.02170365
## demo$ethnicity5 0.007351212 -0.006496158 0.015459772 -0.009656399 0.02326995
## demo$ethnicity6 0.000469425 0.025591145 0.025032570 0.025003523 0.01016858
## demo$ethnicity7 -0.043965017 -0.091419779 -0.077100944 0.026178947 -0.06390062
## demo$ethnicity8 -0.075783199 0.007147301 -0.027146185 0.052850020 -0.09571880
## demo$ethnicity9 0.042079640 -0.055051767 -0.030051829 -0.061435237 0.04319667
## 261 262 263 264
## (Intercept) 0.130310729 0.228715895 0.228715895 0.15553089
## demo$ethnicity1 0.016953085 0.068609833 0.068609833 -0.02883550
## demo$ethnicity2 0.044591519 0.039681342 0.039681342 0.04027330
## demo$ethnicity3 -0.063644063 0.051284105 0.051284105 -0.05553089
## demo$ethnicity4 0.055320309 0.008612438 0.008612438 0.06420691
## demo$ethnicity5 -0.003894571 0.006761163 0.006761163 -0.00568320
## demo$ethnicity6 0.025857937 0.020325626 0.020325626 0.02624279
## demo$ethnicity7 -0.053387652 -0.085858752 -0.085858752 -0.01267375
## demo$ethnicity8 0.019930817 -0.117838702 -0.117838702 0.03139219
## demo$ethnicity9 -0.072903322 0.029268295 0.029268295 -0.10050216
## 265 266 267 268
## (Intercept) 0.1576718601 0.146324950 0.228715895 0.146234846
## demo$ethnicity1 0.0123215413 0.003228872 0.068609833 -0.046137918
## demo$ethnicity2 0.0185186161 0.027012006 0.039681342 0.008579969
## demo$ethnicity3 0.0009488296 -0.062453982 0.051284105 -0.115931816
## demo$ethnicity4 0.0443648086 0.074515561 0.008612438 0.065924182
## demo$ethnicity5 -0.0058659525 -0.017037214 0.006761163 -0.009656399
## demo$ethnicity6 0.0138401537 0.019418729 0.020325626 0.025003523
## demo$ethnicity7 -0.0536718601 -0.035213839 -0.085858752 0.026178947
## demo$ethnicity8 0.0283260500 0.014427738 -0.117838702 0.052850020
## demo$ethnicity9 -0.0818736481 -0.062736042 0.029268295 -0.061435237
## 269 270 271 272
## (Intercept) 0.180255034 0.177770527 0.33241285 0.2277425721
## demo$ethnicity1 0.013088074 0.058940222 0.07656965 0.0695831560
## demo$ethnicity2 0.015042771 0.058946265 0.01043028 0.0196020338
## demo$ethnicity3 0.019744966 0.007414658 0.05889150 0.0522574279
## demo$ethnicity4 0.036850807 0.050744454 -0.01109617 0.0006968724
## demo$ethnicity5 0.010451642 -0.013274422 0.01932270 -0.0116119196
## demo$ethnicity6 0.011954311 0.026336436 0.01378960 0.0116395067
## demo$ethnicity7 -0.046921701 -0.134292266 -0.06925496 -0.0848854292
## demo$ethnicity8 -0.005074659 -0.041438957 -0.10148787 -0.0591655740
## demo$ethnicity9 -0.064211078 -0.017677934 0.04157265 0.0120597995
## 273 274 275 276
## (Intercept) 0.263325620 0.346322316 0.267706386 0.128752604
## demo$ethnicity1 0.069682113 0.062660189 0.065301347 0.008511211
## demo$ethnicity2 0.013896602 0.020050233 -0.015484164 0.029482978
## demo$ethnicity3 0.070007713 0.044982031 0.065626948 -0.062085937
## demo$ethnicity4 -0.013330261 0.009390500 -0.006599916 0.056878434
## demo$ethnicity5 0.005698071 0.012891190 0.012428417 -0.015270015
## demo$ethnicity6 0.011072452 0.014726072 0.010969761 0.019988353
## demo$ethnicity7 -0.063325620 -0.083164422 -0.067706386 -0.051829527
## demo$ethnicity8 -0.095569629 -0.050691455 -0.068577845 0.021488942
## demo$ethnicity9 0.031046674 0.007663191 0.026665909 -0.043726149
## 277 278 279 280
## (Intercept) 0.188009702 0.156588873 0.236954233 0.144903954
## demo$ethnicity1 0.048701047 -0.046794975 0.060371495 0.037010583
## demo$ethnicity2 0.029659471 0.021755353 0.031443004 0.032212034
## demo$ethnicity3 -0.002824517 -0.077800994 0.043045767 -0.002046811
## demo$ethnicity4 0.026513509 0.061496080 0.023646828 0.023329562
## demo$ethnicity5 -0.022221839 -0.009337388 0.005444212 -0.004975372
## demo$ethnicity6 0.015521537 0.014381608 0.016179360 0.020232380
## demo$ethnicity7 -0.074966223 0.015824920 -0.094097090 -0.078237287
## demo$ethnicity8 -0.051678132 0.042495992 -0.068377235 -0.019362828
## demo$ethnicity9 0.019564372 -0.071789264 0.002848138 -0.028244613
## 281 282 283 284 285
## (Intercept) 0.154019509 0.146234846 0.20474602 0.25299271 0.130310729
## demo$ethnicity1 -0.006089028 -0.046137918 0.05928631 0.06117512 0.016953085
## demo$ethnicity2 0.004216073 0.008579969 0.03488361 0.03893394 0.044591519
## demo$ethnicity3 -0.034019509 -0.115931816 0.02602321 0.02700729 -0.063644063
## demo$ethnicity4 0.050706179 0.065924182 0.03408370 0.02742259 0.055320309
## demo$ethnicity5 -0.014635476 -0.009656399 -0.01203141 -0.01059426 -0.003894571
## demo$ethnicity6 0.008683956 0.025003523 0.01784627 0.01508019 0.025857937
## demo$ethnicity7 -0.015557970 0.026178947 -0.11383693 -0.11013557 -0.053387652
## demo$ethnicity8 0.041632665 0.052850020 -0.02887558 -0.02671591 0.019930817
## demo$ethnicity9 -0.069522154 -0.061435237 -0.01508604 -0.01319034 -0.072903322
## 286 287 288 289 290
## (Intercept) 0.169285405 0.169908028 0.146234846 0.138365600 0.16447100
## demo$ethnicity1 0.013909138 0.036326530 -0.046137918 0.009564882 0.02811021
## demo$ethnicity2 0.008561386 0.026708514 0.008579969 0.036536649 0.03082681
## demo$ethnicity3 -0.065837129 0.015277158 -0.115931816 -0.018365600 -0.02161385
## demo$ethnicity4 0.023580392 0.012195751 0.065924182 0.059775726 0.01860310
## demo$ethnicity5 -0.006859138 0.011820923 -0.009656399 -0.005819173 0.01343207
## demo$ethnicity6 0.010548257 0.019240554 0.025003523 0.021422976 0.02019687
## demo$ethnicity7 -0.001285405 -0.056864549 0.026178947 -0.061442523 -0.03113766
## demo$ethnicity8 0.016712506 -0.058973283 0.052850020 0.011875946 -0.03892987
## demo$ethnicity9 -0.033540243 -0.009815435 -0.061435237 -0.081487293 -0.03181166
## 291 292 293 294 295
## (Intercept) 0.20609685 0.136316708 0.381987833 0.130310729 0.142499164
## demo$ethnicity1 -0.10155344 -0.009259856 0.070613566 0.016953085 0.026782335
## demo$ethnicity2 0.02491988 0.021020249 0.005356888 0.044591519 0.033691312
## demo$ethnicity3 -0.09498574 -0.052445740 0.072557622 -0.063644063 -0.039050888
## demo$ethnicity4 0.05672078 0.064225879 -0.031367847 0.055320309 0.026764147
## demo$ethnicity5 -0.02134839 -0.013773680 0.015360142 -0.003894571 -0.003057025
## demo$ethnicity6 0.01597906 0.018399654 0.007198627 0.025857937 0.021762305
## demo$ethnicity7 0.04390315 -0.025205597 -0.048654499 -0.053387652 -0.038499164
## demo$ethnicity8 0.06848808 0.024435980 -0.080472681 0.019930817 -0.003932084
## demo$ethnicity9 -0.05339335 -0.067013514 0.037390158 -0.072903322 -0.050746536
## 296 297 298 299 300
## (Intercept) 0.20217213 0.131419779 0.136316708 0.16048861 0.142240116
## demo$ethnicity1 0.03033501 0.027539139 -0.009259856 0.00817395 0.040954427
## demo$ethnicity2 0.01349203 0.044770697 0.021020249 0.03784835 0.051341665
## demo$ethnicity3 -0.01698695 -0.027971504 -0.052445740 -0.07661764 -0.038791840
## demo$ethnicity4 0.01324220 0.050811407 0.064225879 0.06608667 0.061965554
## demo$ethnicity5 0.01924234 -0.006496158 -0.013773680 -0.02597211 -0.010024794
## demo$ethnicity6 0.02086164 0.025591145 0.018399654 0.02009795 0.026735158
## demo$ethnicity7 -0.01956343 -0.091419779 -0.025205597 -0.04937750 -0.102240116
## demo$ethnicity8 -0.03917389 0.007147301 0.024435980 0.01746838 -0.003673036
## demo$ethnicity9 -0.02541287 -0.055051767 -0.067013514 -0.03680753 -0.050487488
## 301 302 303 304 305
## (Intercept) 0.135882064 0.135882064 0.13915096 0.144903954 0.130310729
## demo$ethnicity1 -0.019186668 -0.019186668 0.02144619 0.037010583 0.016953085
## demo$ethnicity2 0.020295092 0.020295092 0.03575129 0.032212034 0.044591519
## demo$ethnicity3 -0.085882064 -0.085882064 -0.07248429 -0.002046811 -0.063644063
## demo$ethnicity4 0.066614361 0.066614361 0.06758296 0.023329562 0.055320309
## demo$ethnicity5 -0.009380889 -0.009380889 -0.01866072 -0.004975372 -0.003894571
## demo$ethnicity6 0.020812709 0.020812709 0.02106669 0.020232380 0.025857937
## demo$ethnicity7 0.006975079 0.006975079 -0.06222788 -0.078237287 -0.053387652
## demo$ethnicity8 0.034374346 0.034374346 0.01109059 -0.019362828 0.019930817
## demo$ethnicity9 -0.080853328 -0.080853328 -0.03930969 -0.028244613 -0.072903322
## 306 307 308 309
## (Intercept) 0.137810689 0.164215284 0.205693386 0.183869093
## demo$ethnicity1 -0.001056867 0.042911374 0.058338949 -0.011938612
## demo$ethnicity2 0.035526268 0.049264339 0.053936244 0.016839606
## demo$ethnicity3 -0.053939721 -0.021358142 0.025075845 -0.010535760
## demo$ethnicity4 0.062731899 0.055240516 0.041601949 0.060395689
## demo$ethnicity5 -0.002788186 0.006150416 0.005363373 -0.025421224
## demo$ethnicity6 0.024049887 0.025406538 0.026086578 0.009768142
## demo$ethnicity7 -0.026699577 -0.097548618 -0.114784295 -0.045407555
## demo$ethnicity8 0.022942000 -0.038674159 -0.084559783 0.029560858
## demo$ethnicity9 -0.095203824 -0.031555944 0.001357896 -0.056937877
## 310 311 312
## (Intercept) 0.144648242 0.135882064 0.15897206
## demo$ethnicity1 0.051811749 -0.019186668 -0.03114642
## demo$ethnicity2 0.050649563 0.020295092 0.01937216
## demo$ethnicity3 -0.001791099 -0.085882064 -0.08018418
## demo$ethnicity4 0.059966978 0.066614361 0.06450010
## demo$ethnicity5 -0.012257025 -0.009380889 -0.01710778
## demo$ethnicity6 0.025442046 0.020812709 0.01730187
## demo$ethnicity7 -0.144648242 0.006975079 0.01344173
## demo$ethnicity8 -0.019107117 0.034374346 0.04011280
## demo$ethnicity9 -0.027988902 -0.080853328 -0.07417245
##
## $f.perms
## [,1]
## [1,] 0.8312195
## [2,] 0.7736062
## [3,] 1.9927010
## [4,] 0.9165535
## [5,] 1.8246029
## [6,] 0.3660547
## [7,] 1.6102776
## [8,] 0.7725418
## [9,] 1.0746271
## [10,] 1.1183598
## [11,] 0.9328946
## [12,] 0.6291056
## [13,] 1.3937927
## [14,] 1.3498292
## [15,] 2.5509619
## [16,] 0.7495329
## [17,] 1.2587852
## [18,] 0.7407093
## [19,] 0.8729558
## [20,] 0.9911208
## [21,] 2.2761398
## [22,] 0.4491907
## [23,] 0.8176041
## [24,] 0.5634035
## [25,] 1.2497981
## [26,] 0.6259893
## [27,] 0.9848435
## [28,] 1.2688891
## [29,] 0.6534257
## [30,] 0.9759767
## [31,] 0.5476841
## [32,] 0.9631243
## [33,] 1.3846489
## [34,] 0.7860506
## [35,] 0.8436760
## [36,] 0.6802516
## [37,] 0.4597659
## [38,] 1.5737252
## [39,] 0.5692937
## [40,] 1.6733945
## [41,] 1.2790722
## [42,] 1.3152248
## [43,] 0.6590680
## [44,] 0.9581988
## [45,] 1.0192731
## [46,] 1.3581884
## [47,] 0.7516349
## [48,] 0.7267686
## [49,] 0.8287453
## [50,] 1.5405317
## [51,] 2.5682862
## [52,] 1.0450864
## [53,] 0.4188896
## [54,] 0.4440163
## [55,] 1.5149050
## [56,] 0.7234657
## [57,] 1.6579630
## [58,] 0.5689561
## [59,] 0.8055481
## [60,] 1.2758775
## [61,] 0.4961277
## [62,] 0.5075418
## [63,] 1.0239291
## [64,] 1.8927682
## [65,] 0.6439582
## [66,] 1.1680713
## [67,] 0.7803939
## [68,] 0.8854361
## [69,] 0.6777062
## [70,] 0.7968227
## [71,] 0.8900437
## [72,] 0.8254192
## [73,] 1.1315308
## [74,] 0.4091282
## [75,] 1.5240843
## [76,] 0.4003987
## [77,] 1.7212394
## [78,] 0.9410408
## [79,] 0.7927052
## [80,] 0.9552017
## [81,] 0.7089779
## [82,] 1.0696982
## [83,] 0.4589257
## [84,] 1.7669498
## [85,] 0.8738494
## [86,] 0.4216974
## [87,] 0.7365621
## [88,] 0.6976469
## [89,] 1.2775908
## [90,] 1.0392416
## [91,] 0.6157124
## [92,] 0.7542883
## [93,] 0.8817539
## [94,] 0.4639807
## [95,] 1.1023702
## [96,] 1.0913314
## [97,] 0.8951890
## [98,] 0.9766589
## [99,] 0.8640299
## [100,] 0.6024799
## [101,] 2.2990113
## [102,] 1.0417472
## [103,] 0.7309502
## [104,] 1.0818123
## [105,] 0.7747426
## [106,] 0.5662478
## [107,] 1.9309782
## [108,] 1.3034915
## [109,] 0.7567160
## [110,] 0.8188735
## [111,] 1.7111103
## [112,] 1.2175897
## [113,] 1.5596365
## [114,] 1.4549854
## [115,] 1.5660130
## [116,] 0.5983151
## [117,] 0.7553839
## [118,] 0.9869510
## [119,] 1.2781181
## [120,] 0.9748731
## [121,] 1.0690955
## [122,] 0.7993848
## [123,] 0.8589737
## [124,] 0.9028745
## [125,] 0.8667749
## [126,] 0.8823020
## [127,] 1.0809972
## [128,] 0.7383935
## [129,] 0.8093755
## [130,] 1.7037854
## [131,] 1.5308626
## [132,] 0.8463391
## [133,] 1.4239174
## [134,] 0.7681684
## [135,] 0.9853763
## [136,] 0.7590216
## [137,] 0.9687618
## [138,] 0.3344097
## [139,] 0.7938022
## [140,] 1.2332228
## [141,] 1.3355258
## [142,] 0.9304040
## [143,] 0.5925389
## [144,] 1.7032353
## [145,] 1.0971680
## [146,] 0.3703477
## [147,] 0.6327736
## [148,] 0.6680889
## [149,] 1.3233401
## [150,] 0.6397481
## [151,] 1.5597587
## [152,] 0.5971696
## [153,] 1.1054945
## [154,] 1.0509769
## [155,] 0.3201803
## [156,] 0.6172336
## [157,] 0.8865985
## [158,] 1.1881238
## [159,] 0.7073041
## [160,] 1.2236424
## [161,] 1.2864742
## [162,] 1.0889268
## [163,] 3.7676627
## [164,] 0.6313655
## [165,] 1.2301458
## [166,] 1.6205396
## [167,] 1.7309929
## [168,] 1.2922664
## [169,] 0.8469646
## [170,] 0.8209963
## [171,] 0.9436125
## [172,] 1.3667858
## [173,] 2.0389046
## [174,] 0.8100457
## [175,] 0.6417853
## [176,] 0.9501327
## [177,] 1.7203237
## [178,] 0.7277269
## [179,] 1.0285253
## [180,] 1.1177977
## [181,] 0.7475893
## [182,] 1.4112248
## [183,] 1.4019462
## [184,] 1.4581122
## [185,] 0.8530797
## [186,] 1.4843557
## [187,] 0.9391192
## [188,] 0.9422635
## [189,] 0.6921565
## [190,] 0.8878700
## [191,] 0.6251840
## [192,] 2.1671931
## [193,] 2.0303377
## [194,] 1.1192733
## [195,] 1.8993615
## [196,] 1.2435295
## [197,] 1.0529002
## [198,] 0.6033454
## [199,] 1.1454448
## [200,] 0.4367022
## [201,] 0.7909640
## [202,] 1.1599854
## [203,] 1.1273644
## [204,] 0.5832337
## [205,] 0.7374837
## [206,] 1.0350743
## [207,] 0.8409865
## [208,] 0.7405704
## [209,] 0.5052699
## [210,] 1.3578327
## [211,] 0.8105218
## [212,] 0.4911837
## [213,] 0.7292835
## [214,] 1.4569454
## [215,] 1.0439070
## [216,] 0.6514179
## [217,] 0.8145645
## [218,] 1.3071370
## [219,] 1.8963125
## [220,] 0.5853102
## [221,] 0.9781866
## [222,] 0.9087697
## [223,] 0.9050610
## [224,] 0.8171452
## [225,] 1.0175548
## [226,] 0.7760635
## [227,] 1.1545610
## [228,] 0.6399057
## [229,] 1.3721993
## [230,] 2.2479886
## [231,] 0.5029203
## [232,] 1.1213084
## [233,] 0.9285785
## [234,] 2.3692946
## [235,] 0.8629638
## [236,] 0.9002635
## [237,] 0.8353952
## [238,] 0.3916262
## [239,] 0.4782289
## [240,] 1.7185483
## [241,] 1.8310836
## [242,] 0.6969125
## [243,] 0.7001119
## [244,] 0.4818662
## [245,] 0.5392883
## [246,] 1.5766326
## [247,] 0.9083477
## [248,] 0.5092204
## [249,] 1.2301951
## [250,] 0.7629746
## [251,] 0.7908208
## [252,] 0.6784173
## [253,] 0.8258058
## [254,] 1.2044303
## [255,] 0.6649273
## [256,] 1.5530716
## [257,] 1.6028077
## [258,] 0.8560751
## [259,] 1.1173825
## [260,] 1.0691577
## [261,] 1.4973117
## [262,] 1.0030960
## [263,] 0.8076576
## [264,] 0.9448032
## [265,] 1.5986497
## [266,] 0.5201693
## [267,] 0.9606735
## [268,] 0.5704689
## [269,] 1.7260135
## [270,] 0.6642704
## [271,] 0.5084226
## [272,] 0.8649111
## [273,] 0.7987790
## [274,] 1.6897338
## [275,] 1.0924391
## [276,] 1.3740597
## [277,] 0.8335421
## [278,] 1.5285705
## [279,] 1.0253847
## [280,] 0.6863991
## [281,] 1.0791028
## [282,] 0.7313224
## [283,] 0.8798955
## [284,] 0.7108271
## [285,] 0.5363752
## [286,] 1.7482751
## [287,] 0.7667973
## [288,] 0.7592683
## [289,] 1.1245659
## [290,] 0.6162621
## [291,] 0.6834571
## [292,] 0.7241018
## [293,] 1.4260570
## [294,] 0.8940968
## [295,] 0.4720090
## [296,] 0.9138768
## [297,] 0.9911026
## [298,] 0.7977354
## [299,] 0.8391571
## [300,] 0.7852635
## [301,] 1.7879030
## [302,] 1.4098039
## [303,] 1.2146699
## [304,] 1.4532390
## [305,] 1.4550135
## [306,] 0.8006717
## [307,] 0.7631785
## [308,] 0.7399807
## [309,] 0.6320391
## [310,] 2.3659893
## [311,] 1.1461743
## [312,] 0.7481741
## [313,] 1.9572755
## [314,] 1.6872050
## [315,] 1.0639585
## [316,] 1.1894798
## [317,] 0.7675973
## [318,] 1.1123177
## [319,] 0.9924058
## [320,] 0.9682408
## [321,] 0.8329194
## [322,] 0.8488793
## [323,] 0.4067962
## [324,] 1.1376714
## [325,] 1.6369758
## [326,] 1.3641741
## [327,] 1.8834889
## [328,] 0.6222864
## [329,] 0.5883139
## [330,] 0.5439660
## [331,] 1.8669774
## [332,] 1.0690160
## [333,] 0.7383423
## [334,] 2.0087944
## [335,] 1.5702463
## [336,] 1.4943235
## [337,] 0.6482290
## [338,] 1.5492654
## [339,] 1.1432642
## [340,] 1.5739950
## [341,] 1.0743142
## [342,] 0.8530007
## [343,] 1.0761283
## [344,] 1.3395538
## [345,] 0.8560858
## [346,] 1.4174372
## [347,] 2.0139359
## [348,] 0.8294113
## [349,] 1.4576984
## [350,] 1.5224956
## [351,] 1.5055850
## [352,] 0.7784254
## [353,] 0.7239773
## [354,] 1.2400406
## [355,] 1.1210894
## [356,] 1.3484043
## [357,] 1.4332874
## [358,] 0.9859941
## [359,] 1.1404052
## [360,] 1.2364443
## [361,] 0.9913053
## [362,] 1.8888336
## [363,] 0.7786075
## [364,] 1.2920360
## [365,] 0.9430894
## [366,] 1.1770988
## [367,] 0.8059668
## [368,] 1.6675964
## [369,] 1.1676208
## [370,] 1.0823801
## [371,] 1.2362331
## [372,] 1.1129936
## [373,] 0.9759679
## [374,] 1.3889445
## [375,] 0.5112696
## [376,] 0.6077483
## [377,] 0.8206189
## [378,] 0.4485205
## [379,] 0.5224278
## [380,] 0.6376469
## [381,] 0.9672824
## [382,] 0.8563033
## [383,] 0.6273616
## [384,] 0.7113138
## [385,] 0.6280176
## [386,] 0.9053992
## [387,] 1.5027716
## [388,] 0.5751433
## [389,] 0.5416297
## [390,] 0.5417849
## [391,] 1.5097655
## [392,] 0.6013217
## [393,] 0.9049366
## [394,] 0.9971077
## [395,] 0.9837537
## [396,] 0.7892732
## [397,] 0.7501834
## [398,] 0.5487363
## [399,] 0.4777226
## [400,] 0.7109739
## [401,] 1.1374136
## [402,] 0.8236120
## [403,] 0.7808675
## [404,] 0.6528794
## [405,] 0.9838095
## [406,] 0.9002173
## [407,] 0.3966745
## [408,] 0.5837063
## [409,] 0.5194343
## [410,] 0.7139228
## [411,] 1.4274834
## [412,] 0.8624923
## [413,] 1.7471750
## [414,] 1.0708355
## [415,] 0.5821263
## [416,] 1.0868882
## [417,] 0.8080408
## [418,] 1.4167122
## [419,] 0.5278234
## [420,] 0.4635630
## [421,] 1.2087258
## [422,] 0.8468376
## [423,] 1.6084828
## [424,] 1.1509584
## [425,] 1.0694105
## [426,] 0.5808741
## [427,] 0.7767311
## [428,] 0.7995095
## [429,] 1.1606682
## [430,] 1.0798380
## [431,] 0.9735622
## [432,] 0.9061281
## [433,] 0.3823922
## [434,] 1.7440935
## [435,] 1.4301848
## [436,] 1.3728512
## [437,] 0.5407775
## [438,] 0.7475468
## [439,] 1.0948728
## [440,] 0.6823396
## [441,] 1.1900108
## [442,] 0.5827167
## [443,] 0.5878956
## [444,] 1.6150318
## [445,] 0.4427441
## [446,] 0.5098827
## [447,] 0.5425548
## [448,] 0.8974928
## [449,] 0.9450314
## [450,] 0.8582374
## [451,] 1.6545542
## [452,] 0.9312538
## [453,] 1.6238132
## [454,] 0.4443270
## [455,] 1.3032417
## [456,] 0.9627381
## [457,] 0.9775364
## [458,] 1.5299147
## [459,] 0.6076200
## [460,] 0.7933474
## [461,] 1.5352348
## [462,] 1.2515167
## [463,] 0.6469749
## [464,] 0.6233801
## [465,] 1.2138051
## [466,] 1.6277551
## [467,] 0.9646483
## [468,] 1.0629291
## [469,] 0.7379252
## [470,] 1.7018499
## [471,] 1.6726354
## [472,] 1.5740432
## [473,] 0.3596326
## [474,] 0.6293547
## [475,] 1.6493062
## [476,] 2.6462010
## [477,] 1.4488799
## [478,] 1.1572940
## [479,] 0.8859678
## [480,] 0.8466186
## [481,] 1.3231335
## [482,] 1.6752869
## [483,] 0.7142214
## [484,] 1.0157188
## [485,] 1.9141105
## [486,] 1.7991958
## [487,] 0.8806053
## [488,] 0.8402454
## [489,] 1.1785091
## [490,] 1.0242733
## [491,] 1.1367304
## [492,] 0.9217907
## [493,] 0.5314429
## [494,] 1.3268241
## [495,] 0.7238097
## [496,] 1.9760801
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## [547,] 0.9073379
## [548,] 1.6426750
## [549,] 1.0040897
## [550,] 1.1572903
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## [554,] 1.2159150
## [555,] 1.0781732
## [556,] 0.6906427
## [557,] 1.2061720
## [558,] 1.4430506
## [559,] 1.2996866
## [560,] 0.9491350
## [561,] 0.4898976
## [562,] 0.7357348
## [563,] 0.7646560
## [564,] 1.3416307
## [565,] 0.4315814
## [566,] 0.6557565
## [567,] 0.9485529
## [568,] 0.8173217
## [569,] 0.7316569
## [570,] 0.8607377
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## [572,] 0.3975437
## [573,] 1.6614501
## [574,] 1.4663322
## [575,] 0.9807687
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## [577,] 1.3303539
## [578,] 1.0636534
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## [580,] 1.9451586
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## [601,] 1.0591301
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## [605,] 1.0384121
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## [607,] 1.0897367
## [608,] 0.6327663
## [609,] 1.0296135
## [610,] 0.9791008
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## [613,] 1.2245127
## [614,] 0.6971540
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## [628,] 0.7947994
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## [632,] 0.8338501
## [633,] 2.3732840
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## [635,] 1.4085971
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## [637,] 0.7339164
## [638,] 0.7501992
## [639,] 0.4850803
## [640,] 0.8516029
## [641,] 1.5115028
## [642,] 1.0431203
## [643,] 1.7645954
## [644,] 0.7824379
## [645,] 1.0494706
## [646,] 0.8092505
## [647,] 1.3811927
## [648,] 0.7538163
## [649,] 0.7681905
## [650,] 0.8137686
## [651,] 3.0275189
## [652,] 0.4513225
## [653,] 1.5539589
## [654,] 0.8937452
## [655,] 0.6966186
## [656,] 1.1327504
## [657,] 0.6758391
## [658,] 0.8537928
## [659,] 0.6656865
## [660,] 2.0604367
## [661,] 0.7227086
## [662,] 0.9823659
## [663,] 0.5736064
## [664,] 0.7943032
## [665,] 0.6902024
## [666,] 0.8160950
## [667,] 1.0967280
## [668,] 0.6214895
## [669,] 1.4020813
## [670,] 0.7879504
## [671,] 0.5021872
## [672,] 0.7078057
## [673,] 1.2971858
## [674,] 0.6932099
## [675,] 1.9269205
## [676,] 0.9020737
## [677,] 0.8365763
## [678,] 0.7616043
## [679,] 0.7327780
## [680,] 1.5381675
## [681,] 0.7717553
## [682,] 0.8999480
## [683,] 1.3965669
## [684,] 1.2130088
## [685,] 1.4437309
## [686,] 0.5458932
## [687,] 0.4775991
## [688,] 0.4712827
## [689,] 0.7270590
## [690,] 0.5857376
## [691,] 1.1444258
## [692,] 1.1723386
## [693,] 0.5163914
## [694,] 0.8209272
## [695,] 1.1672817
## [696,] 0.5096604
## [697,] 1.0629065
## [698,] 0.8885171
## [699,] 1.0113127
## [700,] 1.5630913
## [701,] 0.5536014
## [702,] 0.4525834
## [703,] 0.9010023
## [704,] 1.7737666
## [705,] 0.6815724
## [706,] 1.0546482
## [707,] 0.7419727
## [708,] 0.9887784
## [709,] 0.7384069
## [710,] 0.9035243
## [711,] 0.6827483
## [712,] 0.7538443
## [713,] 0.6189704
## [714,] 0.5812002
## [715,] 0.7068563
## [716,] 0.4836197
## [717,] 0.3810119
## [718,] 1.1128191
## [719,] 0.9811376
## [720,] 0.9734366
## [721,] 1.0517601
## [722,] 1.9901319
## [723,] 0.7410599
## [724,] 1.9528508
## [725,] 1.9333305
## [726,] 1.2910382
## [727,] 1.5422902
## [728,] 1.3069863
## [729,] 1.1396749
## [730,] 1.3363882
## [731,] 0.7915488
## [732,] 0.8616035
## [733,] 0.8420633
## [734,] 0.7762936
## [735,] 0.6855345
## [736,] 0.9443896
## [737,] 0.5026045
## [738,] 0.7736505
## [739,] 0.4571683
## [740,] 0.6092516
## [741,] 0.5278591
## [742,] 0.4895068
## [743,] 0.4864053
## [744,] 0.5783991
## [745,] 1.8078627
## [746,] 1.5360160
## [747,] 1.2339938
## [748,] 1.2887795
## [749,] 0.6795635
## [750,] 0.4458689
## [751,] 0.3535390
## [752,] 0.8413350
## [753,] 0.7598479
## [754,] 1.6154933
## [755,] 1.1084449
## [756,] 0.8797652
## [757,] 0.6203582
## [758,] 0.7338477
## [759,] 0.7914048
## [760,] 0.5346020
## [761,] 1.2679950
## [762,] 1.4851995
## [763,] 1.1279703
## [764,] 0.7102588
## [765,] 1.2340262
## [766,] 1.2438722
## [767,] 0.9489026
## [768,] 0.7696297
## [769,] 0.5349114
## [770,] 0.9825167
## [771,] 0.9803112
## [772,] 0.6122186
## [773,] 1.0247017
## [774,] 0.7260150
## [775,] 0.9813130
## [776,] 0.6834396
## [777,] 0.4426981
## [778,] 0.8417715
## [779,] 1.4032117
## [780,] 0.8832478
## [781,] 0.6219761
## [782,] 0.6323389
## [783,] 0.7700939
## [784,] 0.5198341
## [785,] 0.5475150
## [786,] 1.3043773
## [787,] 0.6891576
## [788,] 1.7062748
## [789,] 0.6013866
## [790,] 1.4882779
## [791,] 1.4075097
## [792,] 0.7133529
## [793,] 0.7941888
## [794,] 0.8870221
## [795,] 1.6418097
## [796,] 0.5004032
## [797,] 1.2901723
## [798,] 1.0077239
## [799,] 1.1073493
## [800,] 0.9760402
## [801,] 1.8669323
## [802,] 0.7684909
## [803,] 1.6427599
## [804,] 1.2541897
## [805,] 0.9267884
## [806,] 0.5875480
## [807,] 1.9793581
## [808,] 0.4381505
## [809,] 0.8416938
## [810,] 1.0785426
## [811,] 1.8962558
## [812,] 0.5624997
## [813,] 0.8846301
## [814,] 0.7492386
## [815,] 1.1174623
## [816,] 1.6725579
## [817,] 1.3400997
## [818,] 1.6239833
## [819,] 1.2290904
## [820,] 0.7161722
## [821,] 0.9909612
## [822,] 0.5705392
## [823,] 1.8226612
## [824,] 1.1468323
## [825,] 1.5427478
## [826,] 1.0212748
## [827,] 0.9748346
## [828,] 0.5980801
## [829,] 0.4559968
## [830,] 0.5381884
## [831,] 0.9191482
## [832,] 0.6365534
## [833,] 0.5920703
## [834,] 0.8484746
## [835,] 0.9938537
## [836,] 0.7745782
## [837,] 0.6268232
## [838,] 1.2041864
## [839,] 0.6944878
## [840,] 0.5381046
## [841,] 1.2250748
## [842,] 0.3069173
## [843,] 1.2513707
## [844,] 0.5772762
## [845,] 1.2758973
## [846,] 1.2136934
## [847,] 2.0929566
## [848,] 1.6018192
## [849,] 1.1049799
## [850,] 0.7923699
## [851,] 1.1953755
## [852,] 1.2962314
## [853,] 2.0086630
## [854,] 0.8929888
## [855,] 1.9882501
## [856,] 0.8686068
## [857,] 1.1436491
## [858,] 1.4937913
## [859,] 0.7635046
## [860,] 1.0474787
## [861,] 0.6600172
## [862,] 1.4321107
## [863,] 1.0348801
## [864,] 0.5610101
## [865,] 1.0055730
## [866,] 1.1173070
## [867,] 0.5969747
## [868,] 0.9030447
## [869,] 1.0001646
## [870,] 1.0443325
## [871,] 0.9063164
## [872,] 0.8324105
## [873,] 1.1125556
## [874,] 1.0610790
## [875,] 1.3290099
## [876,] 0.8507065
## [877,] 1.2687639
## [878,] 0.8812756
## [879,] 0.6587864
## [880,] 0.9308191
## [881,] 1.3537853
## [882,] 0.3112638
## [883,] 0.8825619
## [884,] 0.7432812
## [885,] 1.2182213
## [886,] 0.8305198
## [887,] 1.1480482
## [888,] 0.6048736
## [889,] 0.7336216
## [890,] 1.2225281
## [891,] 2.0261553
## [892,] 0.8816347
## [893,] 0.6274141
## [894,] 0.3124772
## [895,] 0.6071414
## [896,] 0.9786306
## [897,] 0.9810552
## [898,] 0.6986572
## [899,] 1.1958706
## [900,] 1.0783508
## [901,] 0.7190193
## [902,] 0.7626004
## [903,] 1.2941229
## [904,] 1.5985012
## [905,] 2.0052488
## [906,] 0.9013315
## [907,] 0.5125637
## [908,] 0.7312953
## [909,] 0.6678825
## [910,] 0.7671219
## [911,] 1.2185894
## [912,] 0.7256634
## [913,] 0.6194627
## [914,] 0.7889041
## [915,] 0.9462366
## [916,] 0.6257021
## [917,] 0.8095361
## [918,] 0.5921914
## [919,] 0.7713951
## [920,] 1.2427973
## [921,] 1.2072810
## [922,] 0.9953767
## [923,] 1.3178456
## [924,] 0.6781009
## [925,] 0.9709752
## [926,] 1.1689868
## [927,] 2.4314606
## [928,] 0.6888967
## [929,] 1.0817472
## [930,] 0.7705928
## [931,] 0.6318240
## [932,] 0.7580098
## [933,] 0.8957628
## [934,] 1.1333220
## [935,] 0.8781097
## [936,] 0.8743228
## [937,] 0.6434743
## [938,] 0.5024893
## [939,] 1.1703008
## [940,] 1.1189544
## [941,] 1.0644461
## [942,] 0.5311212
## [943,] 1.0307994
## [944,] 0.8627411
## [945,] 0.6045336
## [946,] 0.7364520
## [947,] 1.5017163
## [948,] 0.8521512
## [949,] 0.9822314
## [950,] 0.5856474
## [951,] 0.6741552
## [952,] 1.1110265
## [953,] 0.6589972
## [954,] 1.1775316
## [955,] 0.9055009
## [956,] 0.7999174
## [957,] 0.4326827
## [958,] 0.8418498
## [959,] 0.6982378
## [960,] 0.8093101
## [961,] 0.4838588
## [962,] 0.7781610
## [963,] 0.9942910
## [964,] 0.7404894
## [965,] 0.7298727
## [966,] 1.0421678
## [967,] 0.4454265
## [968,] 1.3455418
## [969,] 0.7211262
## [970,] 1.8935332
## [971,] 1.7005656
## [972,] 0.8349232
## [973,] 1.1600397
## [974,] 0.9046747
## [975,] 0.7781928
## [976,] 1.1337180
## [977,] 1.0030851
## [978,] 0.8408867
## [979,] 1.0336563
## [980,] 0.8375807
## [981,] 0.7796447
## [982,] 0.5114106
## [983,] 0.9398056
## [984,] 0.5348502
## [985,] 0.9433266
## [986,] 1.2859735
## [987,] 0.8513591
## [988,] 1.4313222
## [989,] 0.7230780
## [990,] 1.0572931
## [991,] 0.8801370
## [992,] 0.8049300
## [993,] 0.5209981
## [994,] 1.1593607
## [995,] 0.6682469
## [996,] 1.1800542
## [997,] 0.5514411
## [998,] 0.9621259
## [999,] 0.8791562
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 -1 -1 -1 -1
## 4 1 -1 -1 -1 -1
## 5 1 -1 -1 -1 -1
## 6 1 -1 -1 -1 -1
## 7 1 0 0 0 0
## 8 1 -1 -1 -1 -1
## 9 1 -1 -1 -1 -1
## 10 1 -1 -1 -1 -1
## 11 1 -1 -1 -1 -1
## 12 1 -1 -1 -1 -1
## 13 1 -1 -1 -1 -1
## 14 1 -1 -1 -1 -1
## 15 1 -1 -1 -1 -1
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 0
## 18 1 -1 -1 -1 -1
## 19 1 0 0 1 0
## 20 1 0 0 0 0
## 21 1 -1 -1 -1 -1
## 22 1 -1 -1 -1 -1
## 23 1 -1 -1 -1 -1
## 24 1 0 0 0 0
## 25 1 -1 -1 -1 -1
## 26 1 1 0 0 0
## 27 1 -1 -1 -1 -1
## 28 1 -1 -1 -1 -1
## 29 1 1 0 0 0
## 30 1 -1 -1 -1 -1
## 31 1 -1 -1 -1 -1
## 32 1 0 0 0 0
## 33 1 -1 -1 -1 -1
## 34 1 0 0 0 0
## 35 1 0 0 0 0
## 36 1 -1 -1 -1 -1
## 37 1 0 0 0 1
## 38 1 -1 -1 -1 -1
## 39 1 -1 -1 -1 -1
## 40 1 -1 -1 -1 -1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 -1 -1 -1 -1
## 44 1 -1 -1 -1 -1
## 45 1 -1 -1 -1 -1
## 46 1 -1 -1 -1 -1
## 47 1 0 1 0 0
## 48 1 -1 -1 -1 -1
## 49 1 -1 -1 -1 -1
## 50 1 -1 -1 -1 -1
## 51 1 1 0 0 0
## 52 1 -1 -1 -1 -1
## 53 1 -1 -1 -1 -1
## 54 1 1 0 0 0
## 55 1 -1 -1 -1 -1
## 56 1 -1 -1 -1 -1
## 57 1 -1 -1 -1 -1
## 58 1 -1 -1 -1 -1
## 59 1 -1 -1 -1 -1
## 60 1 -1 -1 -1 -1
## 61 1 -1 -1 -1 -1
## 62 1 -1 -1 -1 -1
## 63 1 -1 -1 -1 -1
## 64 1 -1 -1 -1 -1
## 65 1 -1 -1 -1 -1
## 66 1 0 0 0 0
## 67 1 -1 -1 -1 -1
## 68 1 -1 -1 -1 -1
## 69 1 -1 -1 -1 -1
## 70 1 0 0 0 0
## 71 1 -1 -1 -1 -1
## 72 1 -1 -1 -1 -1
## 73 1 -1 -1 -1 -1
## 74 1 -1 -1 -1 -1
## 75 1 -1 -1 -1 -1
## 76 1 -1 -1 -1 -1
## 77 1 -1 -1 -1 -1
## 78 1 -1 -1 -1 -1
## 79 1 -1 -1 -1 -1
## 80 1 -1 -1 -1 -1
## 81 1 -1 -1 -1 -1
## 82 1 -1 -1 -1 -1
## 83 1 -1 -1 -1 -1
## 84 1 -1 -1 -1 -1
## 85 1 -1 -1 -1 -1
## 86 1 0 0 0 0
## 87 1 -1 -1 -1 -1
## 88 1 -1 -1 -1 -1
## 89 1 -1 -1 -1 -1
## 90 1 0 0 0 1
## 91 1 -1 -1 -1 -1
## 92 1 -1 -1 -1 -1
## 93 1 -1 -1 -1 -1
## 94 1 -1 -1 -1 -1
## 95 1 -1 -1 -1 -1
## 96 1 -1 -1 -1 -1
## 97 1 0 0 0 0
## 98 1 0 0 0 0
## 99 1 -1 -1 -1 -1
## 100 1 -1 -1 -1 -1
## 101 1 -1 -1 -1 -1
## 102 1 -1 -1 -1 -1
## 103 1 0 0 0 1
## 104 1 -1 -1 -1 -1
## 105 1 -1 -1 -1 -1
## 106 1 -1 -1 -1 -1
## 107 1 -1 -1 -1 -1
## 108 1 -1 -1 -1 -1
## 109 1 1 0 0 0
## 110 1 -1 -1 -1 -1
## 111 1 -1 -1 -1 -1
## 112 1 -1 -1 -1 -1
## 113 1 0 0 0 0
## 114 1 -1 -1 -1 -1
## 115 1 -1 -1 -1 -1
## 116 1 0 0 0 0
## 117 1 -1 -1 -1 -1
## 118 1 -1 -1 -1 -1
## 119 1 -1 -1 -1 -1
## 120 1 -1 -1 -1 -1
## 121 1 -1 -1 -1 -1
## 122 1 -1 -1 -1 -1
## 123 1 0 0 0 1
## 124 1 0 0 0 0
## 125 1 0 0 0 0
## 126 1 -1 -1 -1 -1
## 127 1 -1 -1 -1 -1
## 128 1 -1 -1 -1 -1
## 129 1 0 0 0 0
## 130 1 -1 -1 -1 -1
## 131 1 0 0 0 1
## 132 1 -1 -1 -1 -1
## 133 1 -1 -1 -1 -1
## 134 1 -1 -1 -1 -1
## 135 1 -1 -1 -1 -1
## 136 1 -1 -1 -1 -1
## 137 1 -1 -1 -1 -1
## 138 1 -1 -1 -1 -1
## 139 1 -1 -1 -1 -1
## 140 1 -1 -1 -1 -1
## 141 1 0 0 0 0
## 142 1 -1 -1 -1 -1
## 143 1 0 0 0 0
## 144 1 -1 -1 -1 -1
## 145 1 -1 -1 -1 -1
## 146 1 -1 -1 -1 -1
## 147 1 -1 -1 -1 -1
## 148 1 -1 -1 -1 -1
## 149 1 -1 -1 -1 -1
## 150 1 -1 -1 -1 -1
## 151 1 0 0 0 0
## 152 1 -1 -1 -1 -1
## 153 1 -1 -1 -1 -1
## 154 1 -1 -1 -1 -1
## 155 1 -1 -1 -1 -1
## 156 1 -1 -1 -1 -1
## 157 1 -1 -1 -1 -1
## 158 1 -1 -1 -1 -1
## 159 1 -1 -1 -1 -1
## 160 1 -1 -1 -1 -1
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## 278 1 -1 -1 -1 -1
## 279 1 -1 -1 -1 -1
## 280 1 -1 -1 -1 -1
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## 282 1 -1 -1 -1 -1
## 283 1 -1 -1 -1 -1
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## 285 1 -1 -1 -1 -1
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## 292 1 -1 -1 -1 -1
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## 296 1 -1 -1 -1 -1
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## 301 1 -1 -1 -1 -1
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## 305 1 -1 -1 -1 -1
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## 308 1 -1 -1 -1 -1
## 309 1 -1 -1 -1 -1
## 310 1 0 0 0 0
## 311 1 -1 -1 -1 -1
## 312 1 -1 -1 -1 -1
## demo$ethnicity5 demo$ethnicity6 demo$ethnicity7 demo$ethnicity8
## 1 1 0 0 0
## 2 1 0 0 0
## 3 -1 -1 -1 -1
## 4 -1 -1 -1 -1
## 5 -1 -1 -1 -1
## 6 -1 -1 -1 -1
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## 8 -1 -1 -1 -1
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## 31 -1 -1 -1 -1
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## 279 -1 -1 -1 -1
## 280 -1 -1 -1 -1
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## 295 -1 -1 -1 -1
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## 300 -1 -1 -1 -1
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## 305 -1 -1 -1 -1
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## 309 -1 -1 -1 -1
## 310 0 0 1 0
## 311 -1 -1 -1 -1
## 312 -1 -1 -1 -1
## demo$ethnicity9
## 1 0
## 2 0
## 3 -1
## 4 -1
## 5 -1
## 6 -1
## 7 0
## 8 -1
## 9 -1
## 10 -1
## 11 -1
## 12 -1
## 13 -1
## 14 -1
## 15 -1
## 16 -1
## 17 0
## 18 -1
## 19 0
## 20 0
## 21 -1
## 22 -1
## 23 -1
## 24 0
## 25 -1
## 26 0
## 27 -1
## 28 -1
## 29 0
## 30 -1
## 31 -1
## 32 0
## 33 -1
## 34 0
## 35 0
## 36 -1
## 37 0
## 38 -1
## 39 -1
## 40 -1
## 41 0
## 42 0
## 43 -1
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## 45 -1
## 46 -1
## 47 0
## 48 -1
## 49 -1
## 50 -1
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## 52 -1
## 53 -1
## 54 0
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## 56 -1
## 57 -1
## 58 -1
## 59 -1
## 60 -1
## 61 -1
## 62 -1
## 63 -1
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## 113 1
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## 229 0
## 230 -1
## 231 -1
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## 249 -1
## 250 -1
## 251 -1
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## 298 -1
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## 300 -1
## 301 -1
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## 307 -1
## 308 -1
## 309 -1
## 310 0
## 311 -1
## 312 -1
##
## $terms
## sci_comp ~ demo$ethnicity
## attr(,"variables")
## list(sci_comp, demo$ethnicity)
## attr(,"factors")
## demo$ethnicity
## sci_comp 0
## demo$ethnicity 1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to ethnicity.
Personal Community Orientation
Now, Personal Community Orientation:
And an Adonis
test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 0.25634 0.0284827 3.457 0.0934 0.038 *
## Residuals 302 2.48824 0.0082392 0.9066
## Total 311 2.74458 1.0000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = per_comm_orient ~ demo$ethnicity)
##
## $coefficients
## per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept) 5.2458554 5.37767583 5.63818003
## demo$ethnicity1 -0.4458554 -0.57767583 -0.83818003
## demo$ethnicity2 1.2541446 0.12232417 -0.13818003
## demo$ethnicity3 0.7541446 0.62232417 0.36181997
## demo$ethnicity4 -0.2458554 -0.59989805 -0.30484670
## demo$ethnicity5 0.3097002 0.51121306 0.36181997
## demo$ethnicity6 0.0482623 0.03408888 -0.04994473
## demo$ethnicity7 -0.2458554 -0.37767583 0.36181997
## demo$ethnicity8 -0.2458554 0.28899084 0.36181997
## demo$ethnicity9 -1.2458554 0.12232417 -0.13818003
## per_comm_orient4
## (Intercept) 5.43078255
## demo$ethnicity1 -0.83078255
## demo$ethnicity2 0.06921745
## demo$ethnicity3 0.56921745
## demo$ethnicity4 -0.54189366
## demo$ethnicity5 0.45810634
## demo$ethnicity6 0.03980569
## demo$ethnicity7 0.56921745
## demo$ethnicity8 -0.43078255
## demo$ethnicity9 0.06921745
##
## $coef.sites
## 1 2 3 4 5
## (Intercept) 0.095704608 0.096112002 0.07090486 0.07090486 0.07090486
## demo$ethnicity1 0.153386301 0.172386941 0.15055675 0.15055675 0.15055675
## demo$ethnicity2 0.034363359 0.046458009 0.03550988 0.03550988 0.03550988
## demo$ethnicity3 -0.029037942 -0.005202911 -0.04962827 -0.04962827 -0.04962827
## demo$ethnicity4 -0.001562617 -0.020418777 0.02122948 0.02122948 0.02122948
## demo$ethnicity5 -0.029006967 -0.015629944 -0.03502485 -0.03502485 -0.03502485
## demo$ethnicity6 -0.014108649 -0.026949922 -0.01276174 -0.01276174 -0.01276174
## demo$ethnicity7 -0.025937166 -0.048492954 -0.04868264 -0.04868264 -0.04868264
## demo$ethnicity8 -0.064671074 -0.040316505 -0.04024164 -0.04024164 -0.04024164
## demo$ethnicity9 -0.011500195 -0.035136392 -0.01329387 -0.01329387 -0.01329387
## 6 7 8 9 10
## (Intercept) 0.088279112 0.12287901 0.071965772 0.093546398 0.138533652
## demo$ethnicity1 0.169902706 0.12841511 0.132289547 0.144219560 0.171570877
## demo$ethnicity2 0.041788855 -0.01333435 0.010432418 0.009268459 0.045665482
## demo$ethnicity3 -0.021612445 -0.06405548 -0.071965772 -0.051879731 0.004323490
## demo$ethnicity4 -0.004885631 0.03324708 0.026790790 0.014469424 -0.038751555
## demo$ethnicity5 -0.021470020 -0.04842959 -0.038561635 -0.031953317 -0.005734169
## demo$ethnicity6 -0.023916900 -0.01016333 -0.012780273 -0.016988489 -0.028252269
## demo$ethnicity7 -0.065023298 -0.02083819 -0.028487511 -0.050068137 -0.038533652
## demo$ethnicity8 -0.025481539 -0.01255335 -0.020077790 -0.012981265 -0.029462193
## demo$ethnicity9 -0.028464942 0.01408907 0.006822107 0.007463703 -0.048115299
## 11 12 13 14 15
## (Intercept) 0.138056604 0.071965772 0.096112002 0.096112002 0.10143175
## demo$ethnicity1 0.127705085 0.132289547 0.172386941 0.172386941 0.16706720
## demo$ethnicity2 -0.029439726 0.010432418 0.046458009 0.046458009 0.05542398
## demo$ethnicity3 -0.061133528 -0.071965772 -0.005202911 -0.005202911 -0.01052265
## demo$ethnicity4 0.035594335 0.026790790 -0.020418777 -0.020418777 -0.01433501
## demo$ethnicity5 -0.045581804 -0.038561635 -0.015629944 -0.015629944 -0.01539413
## demo$ethnicity6 -0.009660268 -0.012780273 -0.026949922 -0.026949922 -0.02320766
## demo$ethnicity7 -0.018056604 -0.028487511 -0.048492954 -0.048492954 -0.05381270
## demo$ethnicity8 -0.009821310 -0.020077790 -0.040316505 -0.040316505 -0.04563625
## demo$ethnicity9 0.016705300 0.006822107 -0.035136392 -0.035136392 -0.03984638
## 16 17 18 19 20
## (Intercept) 0.244673297 0.071965772 0.120907994 0.071965772 0.13095202
## demo$ethnicity1 0.161870088 0.132289547 0.144599252 0.132289547 0.16738685
## demo$ethnicity2 0.018487917 0.010432418 0.004888638 0.010432418 0.03930842
## demo$ethnicity3 0.018484597 -0.071965772 -0.033951473 -0.071965772 -0.01467295
## demo$ethnicity4 -0.061404043 0.026790790 -0.010358995 0.026790790 -0.01151345
## demo$ethnicity5 0.003286765 -0.038561635 -0.022825451 -0.038561635 -0.01367734
## demo$ethnicity6 -0.028095825 -0.012780273 -0.017673392 -0.012780273 -0.02974570
## demo$ethnicity7 -0.022451075 -0.028487511 -0.029998903 -0.028487511 -0.05778129
## demo$ethnicity8 -0.030694613 -0.020077790 -0.021821895 -0.020077790 -0.01582054
## demo$ethnicity9 -0.027866575 0.006822107 0.008106402 0.006822107 -0.04249048
## 21 22 23 24
## (Intercept) 0.2821980069 0.096112002 0.07090486 0.088300619
## demo$ethnicity1 0.1517359271 0.172386941 0.15055675 0.132277612
## demo$ethnicity2 0.0343882222 0.046458009 0.03550988 -0.006181233
## demo$ethnicity3 0.0150992904 -0.005202911 -0.04962827 -0.067892456
## demo$ethnicity4 -0.0539213892 -0.020418777 0.02122948 0.030432101
## demo$ethnicity5 0.0001500744 -0.015629944 -0.03502485 -0.043595564
## demo$ethnicity6 -0.0268653396 -0.026949922 -0.01276174 -0.011253860
## demo$ethnicity7 -0.0250551497 -0.048492954 -0.04868264 -0.024470832
## demo$ethnicity8 -0.0331840579 -0.040316505 -0.04024164 -0.016098097
## demo$ethnicity9 -0.0290785773 -0.035136392 -0.01329387 0.010733197
## 25 26 27 28 29
## (Intercept) 0.138533652 0.98 0.079030128 0.138056604 0.071965772
## demo$ethnicity1 0.171570877 -0.18 0.133735830 0.127705085 0.132289547
## demo$ethnicity2 0.045665482 0.02 0.014226722 -0.029439726 0.010432418
## demo$ethnicity3 0.004323490 0.02 -0.057753532 -0.061133528 -0.071965772
## demo$ethnicity4 -0.038751555 0.02 0.013104209 0.035594335 0.026790790
## demo$ethnicity5 -0.005734169 0.02 -0.033488280 -0.045581804 -0.038561635
## demo$ethnicity6 -0.028252269 0.02 -0.015355252 -0.009660268 -0.012780273
## demo$ethnicity7 -0.038533652 0.02 -0.012363461 -0.018056604 -0.028487511
## demo$ethnicity8 -0.029462193 0.02 -0.033874153 -0.009821310 -0.020077790
## demo$ethnicity9 -0.048115299 0.02 0.001308139 0.016705300 0.006822107
## 30 31 32 33
## (Intercept) 0.1171835203 0.071965772 0.07090486 0.1434256844
## demo$ethnicity1 0.1716315406 0.132289547 0.15055675 0.1666788452
## demo$ethnicity2 0.0383710440 0.010432418 0.03550988 0.0256219346
## demo$ethnicity3 -0.0009044505 -0.071965772 -0.04962827 -0.0005685416
## demo$ethnicity4 -0.0327145377 0.026790790 0.02122948 -0.0251250687
## demo$ethnicity5 -0.0111623947 -0.038561635 -0.03502485 -0.0106262012
## demo$ethnicity6 -0.0249835016 -0.012780273 -0.01276174 -0.0268597356
## demo$ethnicity7 -0.0440127886 -0.028487511 -0.04868264 -0.0434256844
## demo$ethnicity8 -0.0354062190 -0.020077790 -0.04024164 -0.0343542253
## demo$ethnicity9 -0.0293630075 0.006822107 -0.01329387 -0.0273663052
## 34 35 36 37 38
## (Intercept) 0.103498173 0.071965772 0.12110187 0.075549722 0.071965772
## demo$ethnicity1 0.154683646 0.132289547 0.13019225 0.145911888 0.132289547
## demo$ethnicity2 0.040458683 0.010432418 -0.03025043 0.017707129 0.010432418
## demo$ethnicity3 -0.036831506 -0.071965772 -0.06227834 -0.054273126 -0.071965772
## demo$ethnicity4 0.006774933 0.026790790 0.03502422 0.011753698 0.026790790
## demo$ethnicity5 -0.026218521 -0.038561635 -0.04253722 -0.029788287 -0.038561635
## demo$ethnicity6 -0.021950153 -0.012780273 -0.01056483 -0.017290346 -0.012780273
## demo$ethnicity7 -0.033730731 -0.028487511 -0.01906105 -0.053327500 -0.028487511
## demo$ethnicity8 -0.024440437 -0.020077790 -0.01077620 -0.015578932 -0.020077790
## demo$ethnicity9 -0.043103283 0.006822107 0.01586622 0.004788545 0.006822107
## 39 40 41 42
## (Intercept) 0.1171835203 0.091922062 0.07090486 0.071965772
## demo$ethnicity1 0.1716315406 0.157168847 0.15055675 0.132289547
## demo$ethnicity2 0.0383710440 0.038145905 0.03550988 0.010432418
## demo$ethnicity3 -0.0009044505 -0.025255395 -0.04962827 -0.071965772
## demo$ethnicity4 -0.0327145377 -0.003478076 0.02122948 0.026790790
## demo$ethnicity5 -0.0111623947 -0.025353470 -0.03502485 -0.038561635
## demo$ethnicity6 -0.0249835016 -0.021882696 -0.01276174 -0.012780273
## demo$ethnicity7 -0.0440127886 -0.022154620 -0.04868264 -0.028487511
## demo$ethnicity8 -0.0354062190 -0.044628365 -0.04024164 -0.020077790
## demo$ethnicity9 -0.0293630075 -0.032107893 -0.01329387 0.006822107
## 43 44 45 46
## (Intercept) 0.096112002 0.07090486 0.1171835203 0.308133588
## demo$ethnicity1 0.172386941 0.15055675 0.1716315406 0.154723555
## demo$ethnicity2 0.046458009 0.03550988 0.0383710440 0.009755151
## demo$ethnicity3 -0.005202911 -0.04962827 -0.0009044505 0.025199746
## demo$ethnicity4 -0.020418777 0.02122948 -0.0327145377 -0.068835848
## demo$ethnicity5 -0.015629944 -0.03502485 -0.0111623947 0.010557281
## demo$ethnicity6 -0.026949922 -0.01276174 -0.0249835016 -0.023224625
## demo$ethnicity7 -0.048492954 -0.04868264 -0.0440127886 -0.014015941
## demo$ethnicity8 -0.040316505 -0.04024164 -0.0354062190 -0.021999134
## demo$ethnicity9 -0.035136392 -0.01329387 -0.0293630075 -0.046769951
## 47 48 49 50
## (Intercept) 0.244691195 0.081885083 0.096112002 0.092622517
## demo$ethnicity1 0.135875607 0.167205826 0.172386941 0.137908884
## demo$ethnicity2 -0.048497145 0.048182884 0.046458009 0.011887883
## demo$ethnicity3 -0.013921964 -0.015218417 -0.005202911 -0.049144256
## demo$ethnicity4 -0.039901356 -0.009202662 -0.020418777 0.002973640
## demo$ethnicity5 -0.005100409 -0.020366996 -0.015629944 -0.029265449
## demo$ethnicity6 -0.020376589 -0.020196668 -0.026949922 -0.021674832
## demo$ethnicity7 -0.001447952 -0.058629269 -0.048492954 -0.001713426
## demo$ethnicity8 -0.009224149 -0.050851549 -0.040316505 -0.023502748
## demo$ethnicity9 0.021975472 -0.022070914 -0.035136392 -0.010673459
## 51 52 53 54 55
## (Intercept) 0.071965772 0.071965772 0.074511346 0.071965772 0.12110187
## demo$ethnicity1 0.132289547 0.132289547 0.164908944 0.132289547 0.13019225
## demo$ethnicity2 0.010432418 0.010432418 0.043512567 0.010432418 -0.03025043
## demo$ethnicity3 -0.071965772 -0.071965772 -0.031033085 -0.071965772 -0.06227834
## demo$ethnicity4 0.026790790 0.026790790 0.005687576 0.026790790 0.03502422
## demo$ethnicity5 -0.038561635 -0.038561635 -0.025969092 -0.038561635 -0.04253722
## demo$ethnicity6 -0.012780273 -0.012780273 -0.017386113 -0.012780273 -0.01056483
## demo$ethnicity7 -0.028487511 -0.028487511 -0.074511346 -0.028487511 -0.01906105
## demo$ethnicity8 -0.020077790 -0.020077790 -0.036079408 -0.020077790 -0.01077620
## demo$ethnicity9 0.006822107 0.006822107 -0.015818101 0.006822107 0.01586622
## 56 57 58 59 60
## (Intercept) 0.071965772 0.081885083 0.074511346 0.07090486 0.088300619
## demo$ethnicity1 0.132289547 0.167205826 0.164908944 0.15055675 0.132277612
## demo$ethnicity2 0.010432418 0.048182884 0.043512567 0.03550988 -0.006181233
## demo$ethnicity3 -0.071965772 -0.015218417 -0.031033085 -0.04962827 -0.067892456
## demo$ethnicity4 0.026790790 -0.009202662 0.005687576 0.02122948 0.030432101
## demo$ethnicity5 -0.038561635 -0.020366996 -0.025969092 -0.03502485 -0.043595564
## demo$ethnicity6 -0.012780273 -0.020196668 -0.017386113 -0.01276174 -0.011253860
## demo$ethnicity7 -0.028487511 -0.058629269 -0.074511346 -0.04868264 -0.024470832
## demo$ethnicity8 -0.020077790 -0.050851549 -0.036079408 -0.04024164 -0.016098097
## demo$ethnicity9 0.006822107 -0.022070914 -0.015818101 -0.01329387 0.010733197
## 61 62 63 64 65
## (Intercept) 0.0828165459 0.089633611 0.136259965 0.10615101 0.12110187
## demo$ethnicity1 0.1477148550 0.130944620 0.173844565 0.13009388 0.13019225
## demo$ethnicity2 0.0216938540 0.002289697 0.047939169 -0.01474548 -0.03025043
## demo$ethnicity3 -0.0393382851 -0.069225448 0.006597178 -0.06615101 -0.06227834
## demo$ethnicity4 -0.0026176237 0.029099109 -0.036152982 0.03168615 0.03502422
## demo$ethnicity5 -0.0243977492 -0.040484111 -0.009158488 -0.03771562 -0.04253722
## demo$ethnicity6 -0.0200264772 -0.012586852 -0.029158232 -0.01200293 -0.01056483
## demo$ethnicity7 -0.0373620005 -0.025803824 -0.036259965 -0.02281768 -0.01906105
## demo$ethnicity8 -0.0295697927 -0.017431089 -0.044732366 -0.01448681 -0.01077620
## demo$ethnicity9 -0.0008674872 0.009400205 -0.045841611 0.01225787 0.01586622
## 66 67 68 69
## (Intercept) 0.123233508 0.0828165459 0.081885083 0.071965772
## demo$ethnicity1 0.165581553 0.1477148550 0.167205826 0.132289547
## demo$ethnicity2 0.032321056 0.0216938540 0.048182884 0.010432418
## demo$ethnicity3 -0.006954438 -0.0393382851 -0.015218417 -0.071965772
## demo$ethnicity4 -0.020746507 -0.0026176237 -0.009202662 0.026790790
## demo$ethnicity5 -0.017069932 -0.0243977492 -0.020366996 -0.038561635
## demo$ethnicity6 -0.018707481 -0.0200264772 -0.020196668 -0.012780273
## demo$ethnicity7 -0.050062776 -0.0373620005 -0.058629269 -0.028487511
## demo$ethnicity8 -0.058550224 -0.0295697927 -0.050851549 -0.020077790
## demo$ethnicity9 -0.009771969 -0.0008674872 -0.022070914 0.006822107
## 70 71 72 73
## (Intercept) 0.071965772 0.0828165459 0.096112002 0.071965772
## demo$ethnicity1 0.132289547 0.1477148550 0.172386941 0.132289547
## demo$ethnicity2 0.010432418 0.0216938540 0.046458009 0.010432418
## demo$ethnicity3 -0.071965772 -0.0393382851 -0.005202911 -0.071965772
## demo$ethnicity4 0.026790790 -0.0026176237 -0.020418777 0.026790790
## demo$ethnicity5 -0.038561635 -0.0243977492 -0.015629944 -0.038561635
## demo$ethnicity6 -0.012780273 -0.0200264772 -0.026949922 -0.012780273
## demo$ethnicity7 -0.028487511 -0.0373620005 -0.048492954 -0.028487511
## demo$ethnicity8 -0.020077790 -0.0295697927 -0.040316505 -0.020077790
## demo$ethnicity9 0.006822107 -0.0008674872 -0.035136392 0.006822107
## 74 75 76 77 78
## (Intercept) 0.081885083 0.138056604 0.07090486 0.071965772 0.071965772
## demo$ethnicity1 0.167205826 0.127705085 0.15055675 0.132289547 0.132289547
## demo$ethnicity2 0.048182884 -0.029439726 0.03550988 0.010432418 0.010432418
## demo$ethnicity3 -0.015218417 -0.061133528 -0.04962827 -0.071965772 -0.071965772
## demo$ethnicity4 -0.009202662 0.035594335 0.02122948 0.026790790 0.026790790
## demo$ethnicity5 -0.020366996 -0.045581804 -0.03502485 -0.038561635 -0.038561635
## demo$ethnicity6 -0.020196668 -0.009660268 -0.01276174 -0.012780273 -0.012780273
## demo$ethnicity7 -0.058629269 -0.018056604 -0.04868264 -0.028487511 -0.028487511
## demo$ethnicity8 -0.050851549 -0.009821310 -0.04024164 -0.020077790 -0.020077790
## demo$ethnicity9 -0.022070914 0.016705300 -0.01329387 0.006822107 0.006822107
## 79 80 81 82 83
## (Intercept) 0.10615101 0.071965772 0.071965772 0.071965772 0.07090486
## demo$ethnicity1 0.13009388 0.132289547 0.132289547 0.132289547 0.15055675
## demo$ethnicity2 -0.01474548 0.010432418 0.010432418 0.010432418 0.03550988
## demo$ethnicity3 -0.06615101 -0.071965772 -0.071965772 -0.071965772 -0.04962827
## demo$ethnicity4 0.03168615 0.026790790 0.026790790 0.026790790 0.02122948
## demo$ethnicity5 -0.03771562 -0.038561635 -0.038561635 -0.038561635 -0.03502485
## demo$ethnicity6 -0.01200293 -0.012780273 -0.012780273 -0.012780273 -0.01276174
## demo$ethnicity7 -0.02281768 -0.028487511 -0.028487511 -0.028487511 -0.04868264
## demo$ethnicity8 -0.01448681 -0.020077790 -0.020077790 -0.020077790 -0.04024164
## demo$ethnicity9 0.01225787 0.006822107 0.006822107 0.006822107 -0.01329387
## 84 85 86 87 88
## (Intercept) 0.096112002 0.121163209 0.07090486 0.088300619 0.096112002
## demo$ethnicity1 0.172386941 0.167651852 0.15055675 0.132277612 0.172386941
## demo$ethnicity2 0.046458009 0.034391355 0.03550988 -0.006181233 0.046458009
## demo$ethnicity3 -0.005202911 -0.004884139 -0.04962827 -0.067892456 -0.005202911
## demo$ethnicity4 -0.020418777 -0.030688220 0.02122948 0.030432101 -0.020418777
## demo$ethnicity5 -0.015629944 -0.014999633 -0.03502485 -0.043595564 -0.015629944
## demo$ethnicity6 -0.026949922 -0.016809181 -0.01276174 -0.011253860 -0.026949922
## demo$ethnicity7 -0.048492954 -0.047992477 -0.04868264 -0.024470832 -0.048492954
## demo$ethnicity8 -0.040316505 -0.056479925 -0.04024164 -0.016098097 -0.040316505
## demo$ethnicity9 -0.035136392 -0.007701670 -0.01329387 0.010733197 -0.035136392
## 89 90 91 92 93
## (Intercept) 0.081885083 0.138533652 0.08899793 0.159377488 0.07090486
## demo$ethnicity1 0.167205826 0.171570877 0.14876802 0.173061537 0.15055675
## demo$ethnicity2 0.048182884 0.045665482 0.02663744 0.039324202 0.03550988
## demo$ethnicity3 -0.015218417 0.004323490 -0.04733127 0.011354220 -0.04962827
## demo$ethnicity4 -0.009202662 -0.038751555 0.02374602 -0.049550223 0.02122948
## demo$ethnicity5 -0.020366996 -0.005734169 -0.03707126 -0.004315646 -0.03502485
## demo$ethnicity6 -0.020196668 -0.028252269 -0.01255128 -0.027107787 -0.01276174
## demo$ethnicity7 -0.058629269 -0.038533652 -0.04551967 -0.031172359 -0.04868264
## demo$ethnicity8 -0.050851549 -0.029462193 -0.03710995 -0.039615418 -0.04024164
## demo$ethnicity9 -0.022070914 -0.048115299 -0.01021006 -0.039889579 -0.01329387
## 94 95 96 97
## (Intercept) 0.160991946 0.096112002 0.096112002 0.071965772
## demo$ethnicity1 0.149112583 0.172386941 0.172386941 0.132289547
## demo$ethnicity2 -0.007095843 0.046458009 0.046458009 0.010432418
## demo$ethnicity3 -0.018134804 -0.005202911 -0.005202911 -0.071965772
## demo$ethnicity4 -0.037318211 -0.020418777 -0.020418777 0.026790790
## demo$ethnicity5 -0.011504402 -0.015629944 -0.015629944 -0.038561635
## demo$ethnicity6 -0.026173409 -0.026949922 -0.026949922 -0.012780273
## demo$ethnicity7 -0.010991946 -0.048492954 -0.048492954 -0.028487511
## demo$ethnicity8 -0.018993658 -0.040316505 -0.040316505 -0.020077790
## demo$ethnicity9 0.007024248 -0.035136392 -0.035136392 0.006822107
## 98 99 100 101
## (Intercept) 0.081885083 0.096112002 0.187682009 0.138056604
## demo$ethnicity1 0.167205826 0.172386941 0.168215427 0.127705085
## demo$ethnicity2 0.048182884 0.046458009 0.042246902 -0.029439726
## demo$ethnicity3 -0.015218417 -0.005202911 0.012317991 -0.061133528
## demo$ethnicity4 -0.009202662 -0.020418777 -0.054643260 0.035594335
## demo$ethnicity5 -0.020366996 -0.015629944 -0.003233794 -0.045581804
## demo$ethnicity6 -0.020196668 -0.026949922 -0.025361657 -0.009660268
## demo$ethnicity7 -0.058629269 -0.048492954 -0.029787272 -0.018056604
## demo$ethnicity8 -0.050851549 -0.040316505 -0.038184333 -0.009821310
## demo$ethnicity9 -0.022070914 -0.035136392 -0.037531859 0.016705300
## 102 103 104 105
## (Intercept) 0.071965772 0.099990614 0.1171835203 0.089062695
## demo$ethnicity1 0.132289547 0.168508329 0.1716315406 0.150357595
## demo$ethnicity2 0.010432418 0.042579397 0.0383710440 0.015447705
## demo$ethnicity3 -0.071965772 -0.009081523 -0.0009044505 -0.045584434
## demo$ethnicity4 0.026790790 -0.018449436 -0.0327145377 0.001595192
## demo$ethnicity5 -0.038561635 -0.019373055 -0.0111623947 -0.025475939
## demo$ethnicity6 -0.012780273 -0.018980766 -0.0249835016 -0.023658247
## demo$ethnicity7 -0.028487511 -0.052371566 -0.0440127886 -0.043608149
## demo$ethnicity8 -0.020077790 -0.060861784 -0.0354062190 -0.004791410
## demo$ethnicity9 0.006822107 -0.014015004 -0.0293630075 -0.007113636
## 106 107 108 109 110
## (Intercept) 0.08431732 0.074511346 0.104978810 0.079030128 0.10215308
## demo$ethnicity1 0.15510297 0.164908944 0.148422551 0.133735830 0.16634587
## demo$ethnicity2 0.03370660 0.043512567 0.009648580 0.014226722 0.04041693
## demo$ethnicity3 -0.04083906 -0.031033085 -0.043754320 -0.057753532 -0.01124399
## demo$ethnicity4 0.01127884 0.005687576 0.027453835 0.013104209 -0.02090430
## demo$ethnicity5 -0.03083679 -0.025969092 -0.042129385 -0.033488280 -0.01611546
## demo$ethnicity6 -0.01903447 -0.017386113 -0.011025288 -0.015355252 -0.01812664
## demo$ethnicity7 -0.03886277 -0.074511346 -0.041149022 -0.012363461 -0.05453403
## demo$ethnicity8 -0.03001236 -0.036079408 -0.032776288 -0.033874153 -0.04635758
## demo$ethnicity9 -0.02562407 -0.015818101 -0.005944993 0.001308139 -0.01617747
## 111 112 113 114
## (Intercept) 0.096112002 0.089062695 0.096112002 0.071965772
## demo$ethnicity1 0.172386941 0.150357595 0.172386941 0.132289547
## demo$ethnicity2 0.046458009 0.015447705 0.046458009 0.010432418
## demo$ethnicity3 -0.005202911 -0.045584434 -0.005202911 -0.071965772
## demo$ethnicity4 -0.020418777 0.001595192 -0.020418777 0.026790790
## demo$ethnicity5 -0.015629944 -0.025475939 -0.015629944 -0.038561635
## demo$ethnicity6 -0.026949922 -0.023658247 -0.026949922 -0.012780273
## demo$ethnicity7 -0.048492954 -0.043608149 -0.048492954 -0.028487511
## demo$ethnicity8 -0.040316505 -0.004791410 -0.040316505 -0.020077790
## demo$ethnicity9 -0.035136392 -0.007113636 -0.035136392 0.006822107
## 115 116 117 118 119
## (Intercept) 0.1164520848 0.096112002 0.07090486 0.075549722 0.07090486
## demo$ethnicity1 0.1723629761 0.172386941 0.15055675 0.145911888 0.15055675
## demo$ethnicity2 0.0538083618 0.046458009 0.03550988 0.017707129 0.03550988
## demo$ethnicity3 -0.0001730151 -0.005202911 -0.04962827 -0.054273126 -0.04962827
## demo$ethnicity4 -0.0259770963 -0.020418777 0.02122948 0.011753698 0.02122948
## demo$ethnicity5 -0.0104309592 -0.015629944 -0.03502485 -0.029788287 -0.03502485
## demo$ethnicity6 -0.0302008942 -0.026949922 -0.01276174 -0.017290346 -0.01276174
## demo$ethnicity7 -0.0432813531 -0.048492954 -0.04868264 -0.053327500 -0.04868264
## demo$ethnicity8 -0.0346747835 -0.040316505 -0.04024164 -0.015578932 -0.04024164
## demo$ethnicity9 -0.0536315720 -0.035136392 -0.01329387 0.004788545 -0.01329387
## 120 121 122 123
## (Intercept) 0.0828165459 0.071965772 0.096112002 0.071965772
## demo$ethnicity1 0.1477148550 0.132289547 0.172386941 0.132289547
## demo$ethnicity2 0.0216938540 0.010432418 0.046458009 0.010432418
## demo$ethnicity3 -0.0393382851 -0.071965772 -0.005202911 -0.071965772
## demo$ethnicity4 -0.0026176237 0.026790790 -0.020418777 0.026790790
## demo$ethnicity5 -0.0243977492 -0.038561635 -0.015629944 -0.038561635
## demo$ethnicity6 -0.0200264772 -0.012780273 -0.026949922 -0.012780273
## demo$ethnicity7 -0.0373620005 -0.028487511 -0.048492954 -0.028487511
## demo$ethnicity8 -0.0295697927 -0.020077790 -0.040316505 -0.020077790
## demo$ethnicity9 -0.0008674872 0.006822107 -0.035136392 0.006822107
## 124 125 126 127
## (Intercept) 0.096112002 0.078071169 0.139649736 0.10615101
## demo$ethnicity1 0.172386941 0.152460232 0.170454793 0.13009388
## demo$ethnicity2 0.046458009 0.039952745 0.059700913 -0.01474548
## demo$ethnicity3 -0.005202911 -0.034592908 0.003207406 -0.06615101
## demo$ethnicity4 -0.020418777 0.007066025 -0.027521960 0.03168615
## demo$ethnicity5 -0.015629944 -0.029758602 -0.006850253 -0.03771562
## demo$ethnicity6 -0.026949922 -0.015402699 -0.029274982 -0.01200293
## demo$ethnicity7 -0.048492954 -0.032616623 -0.039649736 -0.02281768
## demo$ethnicity8 -0.040316505 -0.054790745 -0.030578277 -0.01448681
## demo$ethnicity9 -0.035136392 -0.019377924 -0.074872408 0.01225787
## 128 129 130 131
## (Intercept) 0.1164520848 0.161811838 0.096112002 0.308133588
## demo$ethnicity1 0.1723629761 0.170627186 0.172386941 0.154723555
## demo$ethnicity2 0.0538083618 0.021264852 0.046458009 0.009755151
## demo$ethnicity3 -0.0001730151 0.008919869 -0.005202911 0.025199746
## demo$ethnicity4 -0.0259770963 -0.045635367 -0.020418777 -0.068835848
## demo$ethnicity5 -0.0104309592 -0.006749997 -0.015629944 0.010557281
## demo$ethnicity6 -0.0302008942 -0.026545025 -0.026949922 -0.023224625
## demo$ethnicity7 -0.0432813531 -0.033606710 -0.048492954 -0.014015941
## demo$ethnicity8 -0.0346747835 -0.042049768 -0.040316505 -0.021999134
## demo$ethnicity9 -0.0536315720 -0.016008140 -0.035136392 -0.046769951
## 132 133 134 135
## (Intercept) 0.096112002 0.096528210 0.096112002 0.071965772
## demo$ethnicity1 0.172386941 0.132727109 0.172386941 0.132289547
## demo$ethnicity2 0.046458009 -0.003713353 0.046458009 0.010432418
## demo$ethnicity3 -0.005202911 -0.054861543 -0.005202911 -0.071965772
## demo$ethnicity4 -0.020418777 0.016215744 -0.020418777 0.026790790
## demo$ethnicity5 -0.015629944 -0.030787970 -0.015629944 -0.038561635
## demo$ethnicity6 -0.026949922 -0.014676778 -0.026949922 -0.012780273
## demo$ethnicity7 -0.048492954 -0.009571688 -0.048492954 -0.028487511
## demo$ethnicity8 -0.040316505 -0.030455830 -0.040316505 -0.020077790
## demo$ethnicity9 -0.035136392 0.004481891 -0.035136392 0.006822107
## 136 137 138 139 140
## (Intercept) 0.074511346 0.071965772 0.07090486 0.087638124 0.071965772
## demo$ethnicity1 0.164908944 0.132289547 0.15055675 0.150127834 0.132289547
## demo$ethnicity2 0.043512567 0.010432418 0.03550988 0.017997246 0.010432418
## demo$ethnicity3 -0.031033085 -0.071965772 -0.04962827 -0.045971457 -0.071965772
## demo$ethnicity4 0.005687576 0.026790790 0.02122948 0.025105830 0.026790790
## demo$ethnicity5 -0.025969092 -0.038561635 -0.03502485 -0.040246595 -0.038561635
## demo$ethnicity6 -0.017386113 -0.012780273 -0.01276174 -0.011191465 -0.012780273
## demo$ethnicity7 -0.074511346 -0.028487511 -0.04868264 -0.044159863 -0.028487511
## demo$ethnicity8 -0.036079408 -0.020077790 -0.04024164 -0.035750141 -0.020077790
## demo$ethnicity9 -0.015818101 0.006822107 -0.01329387 -0.008850245 0.006822107
## 141 142 143 144
## (Intercept) 0.139649736 0.07090486 0.071965772 0.0828165459
## demo$ethnicity1 0.170454793 0.15055675 0.132289547 0.1477148550
## demo$ethnicity2 0.059700913 0.03550988 0.010432418 0.0216938540
## demo$ethnicity3 0.003207406 -0.04962827 -0.071965772 -0.0393382851
## demo$ethnicity4 -0.027521960 0.02122948 0.026790790 -0.0026176237
## demo$ethnicity5 -0.006850253 -0.03502485 -0.038561635 -0.0243977492
## demo$ethnicity6 -0.029274982 -0.01276174 -0.012780273 -0.0200264772
## demo$ethnicity7 -0.039649736 -0.04868264 -0.028487511 -0.0373620005
## demo$ethnicity8 -0.030578277 -0.04024164 -0.020077790 -0.0295697927
## demo$ethnicity9 -0.074872408 -0.01329387 0.006822107 -0.0008674872
## 145 146 147 148 149
## (Intercept) 0.099990614 0.10055489 0.074511346 0.071965772 0.081885083
## demo$ethnicity1 0.168508329 0.14853602 0.164908944 0.132289547 0.167205826
## demo$ethnicity2 0.042579397 0.01562419 0.043512567 0.010432418 0.048182884
## demo$ethnicity3 -0.009081523 -0.03388822 -0.031033085 -0.071965772 -0.015218417
## demo$ethnicity4 -0.018449436 -0.01146340 0.005687576 0.026790790 -0.009202662
## demo$ethnicity5 -0.019373055 -0.02351574 -0.025969092 -0.038561635 -0.020366996
## demo$ethnicity6 -0.018980766 -0.01883160 -0.017386113 -0.012780273 -0.020196668
## demo$ethnicity7 -0.052371566 -0.03078745 -0.074511346 -0.028487511 -0.058629269
## demo$ethnicity8 -0.060861784 -0.03886596 -0.036079408 -0.020077790 -0.050851549
## demo$ethnicity9 -0.014015004 0.00745905 -0.015818101 0.006822107 -0.022070914
## 150 151 152 153
## (Intercept) 0.1171835203 0.079030128 0.071965772 0.08936869
## demo$ethnicity1 0.1716315406 0.133735830 0.132289547 0.15005160
## demo$ethnicity2 0.0383710440 0.014226722 0.010432418 0.04216873
## demo$ethnicity3 -0.0009044505 -0.057753532 -0.071965772 -0.04589043
## demo$ethnicity4 -0.0327145377 0.013104209 0.026790790 0.01707402
## demo$ethnicity5 -0.0111623947 -0.033488280 -0.038561635 -0.03059716
## demo$ethnicity6 -0.0249835016 -0.015355252 -0.012780273 -0.01546701
## demo$ethnicity7 -0.0440127886 -0.012363461 -0.028487511 -0.04391415
## demo$ethnicity8 -0.0354062190 -0.033874153 -0.020077790 -0.03506374
## demo$ethnicity9 -0.0293630075 0.001308139 0.006822107 -0.03012174
## 154 155 156 157 158
## (Intercept) 0.140169568 0.07090486 0.071965772 0.071965772 0.09677234
## demo$ethnicity1 0.169934961 0.15055675 0.132289547 0.132289547 0.15231857
## demo$ethnicity2 0.044029566 0.03550988 0.010432418 0.010432418 0.01940674
## demo$ethnicity3 0.002687574 -0.04962827 -0.071965772 -0.071965772 -0.03010567
## demo$ethnicity4 -0.028041792 0.02122948 0.026790790 0.026790790 -0.01337886
## demo$ethnicity5 -0.007370085 -0.03502485 -0.038561635 -0.038561635 -0.01986224
## demo$ethnicity6 -0.033067835 -0.01276174 -0.012780273 -0.012780273 -0.02660565
## demo$ethnicity7 -0.040169568 -0.04868264 -0.028487511 -0.028487511 -0.02700490
## demo$ethnicity8 -0.031098109 -0.04024164 -0.020077790 -0.020077790 -0.01882325
## demo$ethnicity9 -0.049751215 -0.01329387 0.006822107 0.006822107 -0.01314865
## 159 160 161 162
## (Intercept) 0.164021154 0.136770910 0.074511346 0.096112002
## demo$ethnicity1 0.168417871 0.152044151 0.164908944 0.172386941
## demo$ethnicity2 0.034680536 0.004077772 0.043512567 0.046458009
## demo$ethnicity3 0.006710554 -0.020491840 -0.031033085 -0.005202911
## demo$ethnicity4 -0.047844682 -0.035042360 0.005687576 -0.020418777
## demo$ethnicity5 -0.008959312 -0.014469768 -0.025969092 -0.015629944
## demo$ethnicity6 -0.022026160 -0.023510289 -0.017386113 -0.026949922
## demo$ethnicity7 -0.035816025 -0.014819690 -0.074511346 -0.048492954
## demo$ethnicity8 -0.044259084 -0.022860430 -0.036079408 -0.040316505
## demo$ethnicity9 -0.018217455 0.001690629 -0.015818101 -0.035136392
## 163 164 165 166 167
## (Intercept) 0.075549722 0.11402191 0.071965772 0.07090486 0.0828165459
## demo$ethnicity1 0.145911888 0.16377936 0.132289547 0.15055675 0.1477148550
## demo$ethnicity2 0.017707129 0.04283382 0.010432418 0.03550988 0.0216938540
## demo$ethnicity3 -0.054273126 -0.02311282 -0.071965772 -0.04962827 -0.0393382851
## demo$ethnicity4 0.011753698 -0.01039401 0.026790790 0.02122948 -0.0026176237
## demo$ethnicity5 -0.029788287 -0.01700868 -0.038561635 -0.03502485 -0.0243977492
## demo$ethnicity6 -0.017290346 -0.01819749 -0.012780273 -0.01276174 -0.0200264772
## demo$ethnicity7 -0.053327500 -0.06640286 -0.028487511 -0.04868264 -0.0373620005
## demo$ethnicity8 -0.015578932 -0.02568673 -0.020077790 -0.04024164 -0.0295697927
## demo$ethnicity9 0.004788545 -0.02743654 0.006822107 -0.01329387 -0.0008674872
## 168 169 170 171 172
## (Intercept) 0.096112002 0.08936869 0.08936869 0.071965772 0.087638124
## demo$ethnicity1 0.172386941 0.15005160 0.15005160 0.132289547 0.150127834
## demo$ethnicity2 0.046458009 0.04216873 0.04216873 0.010432418 0.017997246
## demo$ethnicity3 -0.005202911 -0.04589043 -0.04589043 -0.071965772 -0.045971457
## demo$ethnicity4 -0.020418777 0.01707402 0.01707402 0.026790790 0.025105830
## demo$ethnicity5 -0.015629944 -0.03059716 -0.03059716 -0.038561635 -0.040246595
## demo$ethnicity6 -0.026949922 -0.01546701 -0.01546701 -0.012780273 -0.011191465
## demo$ethnicity7 -0.048492954 -0.04391415 -0.04391415 -0.028487511 -0.044159863
## demo$ethnicity8 -0.040316505 -0.03506374 -0.03506374 -0.020077790 -0.035750141
## demo$ethnicity9 -0.035136392 -0.03012174 -0.03012174 0.006822107 -0.008850245
## 173 174 175 176 177
## (Intercept) 0.07090486 0.088279112 0.10143175 0.074511346 0.10870216
## demo$ethnicity1 0.15055675 0.169902706 0.16706720 0.164908944 0.16909910
## demo$ethnicity2 0.03550988 0.041788855 0.05542398 0.043512567 0.03386785
## demo$ethnicity3 -0.04962827 -0.021612445 -0.01052265 -0.031033085 -0.01779307
## demo$ethnicity4 0.02122948 -0.004885631 -0.01433501 0.005687576 -0.01647777
## demo$ethnicity5 -0.03502485 -0.021470020 -0.01539413 -0.025969092 -0.01724450
## demo$ethnicity6 -0.01276174 -0.023916900 -0.02320766 -0.017386113 -0.02193975
## demo$ethnicity7 -0.04868264 -0.065023298 -0.05381270 -0.074511346 -0.06108312
## demo$ethnicity8 -0.04024164 -0.025481539 -0.04563625 -0.036079408 -0.02036698
## demo$ethnicity9 -0.01329387 -0.028464942 -0.03984638 -0.015818101 -0.02272655
## 178 179 180 181
## (Intercept) 0.078071169 0.1854033570 0.07090486 0.096112002
## demo$ethnicity1 0.152460232 0.1704940789 0.15055675 0.172386941
## demo$ethnicity2 0.039952745 0.0283965216 0.03550988 0.046458009
## demo$ethnicity3 -0.034592908 0.0145966430 -0.04962827 -0.005202911
## demo$ethnicity4 0.007066025 -0.0523646083 0.02122948 -0.020418777
## demo$ethnicity5 -0.029758602 -0.0009551422 -0.03502485 -0.015629944
## demo$ethnicity6 -0.015402699 -0.0300094123 -0.01276174 -0.026949922
## demo$ethnicity7 -0.032616623 -0.0275086201 -0.04868264 -0.048492954
## demo$ethnicity8 -0.054790745 -0.0359056812 -0.04024164 -0.040316505
## demo$ethnicity9 -0.019377924 -0.0352532068 -0.01329387 -0.035136392
## 182 183 184 185
## (Intercept) 0.1854033570 0.10143175 0.075549722 0.071965772
## demo$ethnicity1 0.1704940789 0.16706720 0.145911888 0.132289547
## demo$ethnicity2 0.0283965216 0.05542398 0.017707129 0.010432418
## demo$ethnicity3 0.0145966430 -0.01052265 -0.054273126 -0.071965772
## demo$ethnicity4 -0.0523646083 -0.01433501 0.011753698 0.026790790
## demo$ethnicity5 -0.0009551422 -0.01539413 -0.029788287 -0.038561635
## demo$ethnicity6 -0.0300094123 -0.02320766 -0.017290346 -0.012780273
## demo$ethnicity7 -0.0275086201 -0.05381270 -0.053327500 -0.028487511
## demo$ethnicity8 -0.0359056812 -0.04563625 -0.015578932 -0.020077790
## demo$ethnicity9 -0.0352532068 -0.03984638 0.004788545 0.006822107
## 186 187 188 189 190
## (Intercept) 0.071965772 0.081885083 0.12110187 0.107980833 0.071965772
## demo$ethnicity1 0.132289547 0.167205826 0.13019225 0.169820436 0.132289547
## demo$ethnicity2 0.010432418 0.048182884 -0.03025043 0.048874892 0.010432418
## demo$ethnicity3 -0.071965772 -0.015218417 -0.06227834 -0.017071742 -0.071965772
## demo$ethnicity4 0.026790790 -0.009202662 0.03502422 -0.009908489 0.026790790
## demo$ethnicity5 -0.038561635 -0.020366996 -0.04253722 -0.016523165 -0.038561635
## demo$ethnicity6 -0.012780273 -0.020196668 -0.01056483 -0.027020772 -0.012780273
## demo$ethnicity7 -0.028487511 -0.058629269 -0.01906105 -0.060361785 -0.028487511
## demo$ethnicity8 -0.020077790 -0.050851549 -0.01077620 -0.019645654 -0.020077790
## demo$ethnicity9 0.006822107 -0.022070914 0.01586622 -0.046395467 0.006822107
## 191 192 193 194
## (Intercept) 0.074511346 0.1912822388 0.114966838 0.0828165459
## demo$ethnicity1 0.164908944 0.1646151971 0.173848223 0.1477148550
## demo$ethnicity2 0.043512567 0.0547757043 0.040587726 0.0216938540
## demo$ethnicity3 -0.031033085 0.0087177612 0.001312232 -0.0393382851
## demo$ethnicity4 0.005687576 -0.0455347028 -0.030189855 -0.0026176237
## demo$ethnicity5 -0.025969092 -0.0008280179 -0.014501268 -0.0243977492
## demo$ethnicity6 -0.017386113 -0.0254956878 -0.025862794 -0.0200264772
## demo$ethnicity7 -0.074511346 -0.0333875019 -0.041796106 -0.0373620005
## demo$ethnicity8 -0.036079408 -0.0232660444 -0.050283554 -0.0295697927
## demo$ethnicity9 -0.015818101 -0.0681591156 -0.027146325 -0.0008674872
## 195 196 197 198 199
## (Intercept) 0.081885083 0.096112002 0.08431732 0.096112002 0.139129784
## demo$ethnicity1 0.167205826 0.172386941 0.15510297 0.172386941 0.170974746
## demo$ethnicity2 0.048182884 0.046458009 0.03370660 0.046458009 0.029917835
## demo$ethnicity3 -0.015218417 -0.005202911 -0.04083906 -0.005202911 0.003727359
## demo$ethnicity4 -0.009202662 -0.020418777 0.01127884 -0.020418777 -0.032849961
## demo$ethnicity5 -0.020366996 -0.015629944 -0.03083679 -0.015629944 -0.012028306
## demo$ethnicity6 -0.020196668 -0.026949922 -0.01903447 -0.026949922 -0.025743485
## demo$ethnicity7 -0.058629269 -0.048492954 -0.03886277 -0.048492954 -0.039129784
## demo$ethnicity8 -0.050851549 -0.040316505 -0.03001236 -0.040316505 -0.047602184
## demo$ethnicity9 -0.022070914 -0.035136392 -0.02562407 -0.035136392 -0.023070404
## 200 201 202 203 204
## (Intercept) 0.114966838 0.07090486 0.07090486 0.096112002 0.138056604
## demo$ethnicity1 0.173848223 0.15055675 0.15055675 0.172386941 0.127705085
## demo$ethnicity2 0.040587726 0.03550988 0.03550988 0.046458009 -0.029439726
## demo$ethnicity3 0.001312232 -0.04962827 -0.04962827 -0.005202911 -0.061133528
## demo$ethnicity4 -0.030189855 0.02122948 0.02122948 -0.020418777 0.035594335
## demo$ethnicity5 -0.014501268 -0.03502485 -0.03502485 -0.015629944 -0.045581804
## demo$ethnicity6 -0.025862794 -0.01276174 -0.01276174 -0.026949922 -0.009660268
## demo$ethnicity7 -0.041796106 -0.04868264 -0.04868264 -0.048492954 -0.018056604
## demo$ethnicity8 -0.050283554 -0.04024164 -0.04024164 -0.040316505 -0.009821310
## demo$ethnicity9 -0.027146325 -0.01329387 -0.01329387 -0.035136392 0.016705300
## 205 206 207 208 209
## (Intercept) 0.113685250 0.096112002 0.07090486 0.071965772 0.071965772
## demo$ethnicity1 0.131382777 0.172386941 0.15055675 0.132289547 0.132289547
## demo$ethnicity2 -0.011557860 0.046458009 0.03550988 0.010432418 0.010432418
## demo$ethnicity3 -0.052460760 -0.005202911 -0.04962827 -0.071965772 -0.071965772
## demo$ethnicity4 0.018747395 -0.020418777 0.02122948 0.026790790 0.026790790
## demo$ethnicity5 -0.032858618 -0.015629944 -0.03502485 -0.038561635 -0.038561635
## demo$ethnicity6 -0.014448238 -0.026949922 -0.01276174 -0.012780273 -0.012780273
## demo$ethnicity7 -0.007302271 -0.048492954 -0.04868264 -0.028487511 -0.028487511
## demo$ethnicity8 -0.027593839 -0.040316505 -0.04024164 -0.020077790 -0.020077790
## demo$ethnicity9 0.007087697 -0.035136392 -0.01329387 0.006822107 0.006822107
## 210 211 212 213
## (Intercept) 0.1164520848 0.078071169 0.07090486 0.1164520848
## demo$ethnicity1 0.1723629761 0.152460232 0.15055675 0.1723629761
## demo$ethnicity2 0.0538083618 0.039952745 0.03550988 0.0538083618
## demo$ethnicity3 -0.0001730151 -0.034592908 -0.04962827 -0.0001730151
## demo$ethnicity4 -0.0259770963 0.007066025 0.02122948 -0.0259770963
## demo$ethnicity5 -0.0104309592 -0.029758602 -0.03502485 -0.0104309592
## demo$ethnicity6 -0.0302008942 -0.015402699 -0.01276174 -0.0302008942
## demo$ethnicity7 -0.0432813531 -0.032616623 -0.04868264 -0.0432813531
## demo$ethnicity8 -0.0346747835 -0.054790745 -0.04024164 -0.0346747835
## demo$ethnicity9 -0.0536315720 -0.019377924 -0.01329387 -0.0536315720
## 214 215 216 217 218
## (Intercept) 0.096112002 0.07090486 0.089062695 0.1912822388 0.13376605
## demo$ethnicity1 0.172386941 0.15055675 0.150357595 0.1646151971 0.16457282
## demo$ethnicity2 0.046458009 0.03550988 0.015447705 0.0547757043 0.03649439
## demo$ethnicity3 -0.005202911 -0.04962827 -0.045584434 0.0087177612 -0.01748698
## demo$ethnicity4 -0.020418777 0.02122948 0.001595192 -0.0455347028 -0.02033349
## demo$ethnicity5 -0.015629944 -0.03502485 -0.025475939 -0.0008280179 -0.01649137
## demo$ethnicity6 -0.026949922 -0.01276174 -0.023658247 -0.0254956878 -0.02024696
## demo$ethnicity7 -0.048492954 -0.04868264 -0.043608149 -0.0333875019 -0.06059532
## demo$ethnicity8 -0.040316505 -0.04024164 -0.004791410 -0.0232660444 -0.01863457
## demo$ethnicity9 -0.035136392 -0.01329387 -0.007113636 -0.0681591156 -0.02030451
## 219 220 221 222 223
## (Intercept) 0.12110187 0.071965772 0.190175906 0.102665715 0.088279112
## demo$ethnicity1 0.13019225 0.132289547 0.165721530 0.146425194 0.169902706
## demo$ethnicity2 -0.03025043 0.010432418 0.023623972 0.013513363 0.041788855
## demo$ethnicity3 -0.06227834 -0.071965772 0.009824094 -0.035999048 -0.021612445
## demo$ethnicity4 0.03502422 0.026790790 -0.050601210 -0.013852180 -0.004885631
## demo$ethnicity5 -0.04253722 -0.038561635 -0.005727691 -0.020335558 -0.021470020
## demo$ethnicity6 -0.01056483 -0.012780273 -0.024780759 -0.018001256 -0.023916900
## demo$ethnicity7 -0.01906105 -0.028487511 -0.032281169 -0.032898273 -0.065023298
## demo$ethnicity8 -0.01077620 -0.020077790 -0.040678230 -0.024716627 -0.025481539
## demo$ethnicity9 0.01586622 0.006822107 -0.012998729 0.005348223 -0.028464942
## 224 225 226 227 228
## (Intercept) 0.07090486 0.121270683 0.088279112 0.07090486 0.1171835203
## demo$ethnicity1 0.15055675 0.147228260 0.169902706 0.15055675 0.1716315406
## demo$ethnicity2 0.03550988 0.007013614 0.041788855 0.03550988 0.0383710440
## demo$ethnicity3 -0.04962827 -0.030361592 -0.021612445 -0.04962827 -0.0009044505
## demo$ethnicity4 0.02122948 -0.023198340 -0.004885631 0.02122948 -0.0327145377
## demo$ethnicity5 -0.03502485 -0.019341597 -0.021470020 -0.03502485 -0.0111623947
## demo$ethnicity6 -0.01276174 -0.016709323 -0.023916900 -0.01276174 -0.0249835016
## demo$ethnicity7 -0.04868264 -0.026032588 -0.065023298 -0.04868264 -0.0440127886
## demo$ethnicity8 -0.04024164 -0.034098295 -0.025481539 -0.04024164 -0.0354062190
## demo$ethnicity9 -0.01329387 0.014095171 -0.028464942 -0.01329387 -0.0293630075
## 229 230 231 232
## (Intercept) 0.137001537 0.096112002 0.071965772 0.163136028
## demo$ethnicity1 0.173102993 0.172386941 0.132289547 0.146968502
## demo$ethnicity2 0.032046082 0.046458009 0.010432418 0.005911591
## demo$ethnicity3 0.005855606 -0.005202911 -0.071965772 -0.020278885
## demo$ethnicity4 -0.043067393 -0.020418777 0.026790790 -0.039462293
## demo$ethnicity5 -0.009900059 -0.015629944 -0.038561635 -0.013648483
## demo$ethnicity6 -0.023796933 -0.026949922 -0.012780273 -0.021776495
## demo$ethnicity7 -0.037001537 -0.048492954 -0.028487511 -0.013136028
## demo$ethnicity8 -0.045473937 -0.040316505 -0.020077790 -0.021137740
## demo$ethnicity9 -0.020942158 -0.035136392 0.006822107 0.004880166
## 233 234 235 236
## (Intercept) 0.0828165459 0.138533652 0.071965772 0.1854033570
## demo$ethnicity1 0.1477148550 0.171570877 0.132289547 0.1704940789
## demo$ethnicity2 0.0216938540 0.045665482 0.010432418 0.0283965216
## demo$ethnicity3 -0.0393382851 0.004323490 -0.071965772 0.0145966430
## demo$ethnicity4 -0.0026176237 -0.038751555 0.026790790 -0.0523646083
## demo$ethnicity5 -0.0243977492 -0.005734169 -0.038561635 -0.0009551422
## demo$ethnicity6 -0.0200264772 -0.028252269 -0.012780273 -0.0300094123
## demo$ethnicity7 -0.0373620005 -0.038533652 -0.028487511 -0.0275086201
## demo$ethnicity8 -0.0295697927 -0.029462193 -0.020077790 -0.0359056812
## demo$ethnicity9 -0.0008674872 -0.048115299 0.006822107 -0.0352532068
## 237 238 239 240
## (Intercept) 0.12110187 0.0828165459 0.121163209 0.137001537
## demo$ethnicity1 0.13019225 0.1477148550 0.167651852 0.173102993
## demo$ethnicity2 -0.03025043 0.0216938540 0.034391355 0.032046082
## demo$ethnicity3 -0.06227834 -0.0393382851 -0.004884139 0.005855606
## demo$ethnicity4 0.03502422 -0.0026176237 -0.030688220 -0.043067393
## demo$ethnicity5 -0.04253722 -0.0243977492 -0.014999633 -0.009900059
## demo$ethnicity6 -0.01056483 -0.0200264772 -0.016809181 -0.023796933
## demo$ethnicity7 -0.01906105 -0.0373620005 -0.047992477 -0.037001537
## demo$ethnicity8 -0.01077620 -0.0295697927 -0.056479925 -0.045473937
## demo$ethnicity9 0.01586622 -0.0008674872 -0.007701670 -0.020942158
## 241 242 243 244
## (Intercept) 0.096112002 0.096112002 0.138056604 0.074511346
## demo$ethnicity1 0.172386941 0.172386941 0.127705085 0.164908944
## demo$ethnicity2 0.046458009 0.046458009 -0.029439726 0.043512567
## demo$ethnicity3 -0.005202911 -0.005202911 -0.061133528 -0.031033085
## demo$ethnicity4 -0.020418777 -0.020418777 0.035594335 0.005687576
## demo$ethnicity5 -0.015629944 -0.015629944 -0.045581804 -0.025969092
## demo$ethnicity6 -0.026949922 -0.026949922 -0.009660268 -0.017386113
## demo$ethnicity7 -0.048492954 -0.048492954 -0.018056604 -0.074511346
## demo$ethnicity8 -0.040316505 -0.040316505 -0.009821310 -0.036079408
## demo$ethnicity9 -0.035136392 -0.035136392 0.016705300 -0.015818101
## 245 246 247 248 249
## (Intercept) 1.727429e-01 0.081885083 0.08431732 0.088300619 0.07090486
## demo$ethnicity1 1.596961e-01 0.167205826 0.15510297 0.132277612 0.15055675
## demo$ethnicity2 2.595878e-02 0.048182884 0.03370660 -0.006181233 0.03550988
## demo$ethnicity3 -2.011204e-03 -0.015218417 -0.04083906 -0.067892456 -0.04962827
## demo$ethnicity4 -3.786202e-02 -0.009202662 0.01127884 0.030432101 0.02122948
## demo$ethnicity5 -1.167506e-02 -0.020366996 -0.03083679 -0.043595564 -0.03502485
## demo$ethnicity6 -1.447109e-02 -0.020196668 -0.01903447 -0.011253860 -0.01276174
## demo$ethnicity7 -4.453778e-02 -0.058629269 -0.03886277 -0.024470832 -0.04868264
## demo$ethnicity8 -5.298084e-02 -0.050851549 -0.03001236 -0.016098097 -0.04024164
## demo$ethnicity9 8.781374e-05 -0.022070914 -0.02562407 0.010733197 -0.01329387
## 250 251 252 253 254
## (Intercept) 0.071965772 0.12287901 0.071965772 0.091922062 0.138056604
## demo$ethnicity1 0.132289547 0.12841511 0.132289547 0.157168847 0.127705085
## demo$ethnicity2 0.010432418 -0.01333435 0.010432418 0.038145905 -0.029439726
## demo$ethnicity3 -0.071965772 -0.06405548 -0.071965772 -0.025255395 -0.061133528
## demo$ethnicity4 0.026790790 0.03324708 0.026790790 -0.003478076 0.035594335
## demo$ethnicity5 -0.038561635 -0.04842959 -0.038561635 -0.025353470 -0.045581804
## demo$ethnicity6 -0.012780273 -0.01016333 -0.012780273 -0.021882696 -0.009660268
## demo$ethnicity7 -0.028487511 -0.02083819 -0.028487511 -0.022154620 -0.018056604
## demo$ethnicity8 -0.020077790 -0.01255335 -0.020077790 -0.044628365 -0.009821310
## demo$ethnicity9 0.006822107 0.01408907 0.006822107 -0.032107893 0.016705300
## 255 256 257 258 259
## (Intercept) 0.099990614 0.34643828 0.071965772 0.117392071 0.096112002
## demo$ethnicity1 0.168508329 0.14700709 0.132289547 0.151106872 0.172386941
## demo$ethnicity2 0.042579397 0.01072568 0.010432418 0.010892226 0.046458009
## demo$ethnicity3 -0.009081523 0.02499029 -0.071965772 -0.026482980 -0.005202911
## demo$ethnicity4 -0.018449436 -0.06697380 0.026790790 -0.025167680 -0.020418777
## demo$ethnicity5 -0.019373055 0.01072225 -0.038561635 -0.015598486 -0.015629944
## demo$ethnicity6 -0.018980766 -0.02219977 -0.012780273 -0.024678480 -0.026949922
## demo$ethnicity7 -0.052371566 -0.01310495 -0.028487511 -0.022153976 -0.048492954
## demo$ethnicity8 -0.060861784 -0.02090592 -0.020077790 -0.013553016 -0.040316505
## demo$ethnicity9 -0.014015004 -0.04502699 0.006822107 -0.007026217 -0.035136392
## 260 261 262 263
## (Intercept) 0.071965772 0.075549722 0.1171835203 0.137001537
## demo$ethnicity1 0.132289547 0.145911888 0.1716315406 0.173102993
## demo$ethnicity2 0.010432418 0.017707129 0.0383710440 0.032046082
## demo$ethnicity3 -0.071965772 -0.054273126 -0.0009044505 0.005855606
## demo$ethnicity4 0.026790790 0.011753698 -0.0327145377 -0.043067393
## demo$ethnicity5 -0.038561635 -0.029788287 -0.0111623947 -0.009900059
## demo$ethnicity6 -0.012780273 -0.017290346 -0.0249835016 -0.023796933
## demo$ethnicity7 -0.028487511 -0.053327500 -0.0440127886 -0.037001537
## demo$ethnicity8 -0.020077790 -0.015578932 -0.0354062190 -0.045473937
## demo$ethnicity9 0.006822107 0.004788545 -0.0293630075 -0.020942158
## 264 265 266 267 268
## (Intercept) 0.11039722 0.11039722 0.071965772 0.074511346 0.071965772
## demo$ethnicity1 0.14778459 0.14778459 0.132289547 0.164908944 0.132289547
## demo$ethnicity2 0.04744852 0.04744852 0.010432418 0.043512567 0.010432418
## demo$ethnicity3 -0.04373056 -0.04373056 -0.071965772 -0.031033085 -0.071965772
## demo$ethnicity4 0.01669195 0.01669195 0.026790790 0.005687576 0.026790790
## demo$ethnicity5 -0.02769752 -0.02769752 -0.038561635 -0.025969092 -0.038561635
## demo$ethnicity6 -0.01427205 -0.01427205 -0.012780273 -0.017386113 -0.012780273
## demo$ethnicity7 -0.04062978 -0.04062978 -0.028487511 -0.074511346 -0.028487511
## demo$ethnicity8 -0.03133949 -0.03133949 -0.020077790 -0.036079408 -0.020077790
## demo$ethnicity9 -0.04942161 -0.04942161 0.006822107 -0.015818101 0.006822107
## 269 270 271 272 273
## (Intercept) 0.095704608 0.088279112 0.074511346 0.164021154 0.12376301
## demo$ethnicity1 0.153386301 0.169902706 0.164908944 0.168417871 0.12753111
## demo$ethnicity2 0.034363359 0.041788855 0.043512567 0.034680536 -0.01421835
## demo$ethnicity3 -0.029037942 -0.021612445 -0.031033085 0.006710554 -0.06493948
## demo$ethnicity4 -0.001562617 -0.004885631 0.005687576 -0.047844682 0.03236308
## demo$ethnicity5 -0.029006967 -0.021470020 -0.025969092 -0.008959312 -0.04092486
## demo$ethnicity6 -0.014108649 -0.023916900 -0.017386113 -0.022026160 -0.01104732
## demo$ethnicity7 -0.025937166 -0.065023298 -0.074511346 -0.035816025 -0.02172219
## demo$ethnicity8 -0.064671074 -0.025481539 -0.036079408 -0.044259084 -0.01343734
## demo$ethnicity9 -0.011500195 -0.028464942 -0.015818101 -0.018217455 0.01320508
## 274 275 276 277
## (Intercept) 0.096112002 0.138533652 0.107962060 0.139129784
## demo$ethnicity1 0.172386941 0.171570877 0.128282838 0.170974746
## demo$ethnicity2 0.046458009 0.045665482 0.002492823 0.029917835
## demo$ethnicity3 -0.005202911 0.004323490 -0.067962060 0.003727359
## demo$ethnicity4 -0.020418777 -0.038751555 0.029875101 -0.032849961
## demo$ethnicity5 -0.015629944 -0.005734169 -0.043719540 -0.012028306
## demo$ethnicity6 -0.026949922 -0.028252269 -0.011594223 -0.025743485
## demo$ethnicity7 -0.048492954 -0.038533652 -0.024628727 -0.039129784
## demo$ethnicity8 -0.040316505 -0.029462193 -0.016297858 -0.047602184
## demo$ethnicity9 -0.035136392 -0.048115299 0.010446820 -0.023070404
## 278 279 280 281
## (Intercept) 0.138533652 0.10215308 0.1171835203 0.071965772
## demo$ethnicity1 0.171570877 0.16634587 0.1716315406 0.132289547
## demo$ethnicity2 0.045665482 0.04041693 0.0383710440 0.010432418
## demo$ethnicity3 0.004323490 -0.01124399 -0.0009044505 -0.071965772
## demo$ethnicity4 -0.038751555 -0.02090430 -0.0327145377 0.026790790
## demo$ethnicity5 -0.005734169 -0.01611546 -0.0111623947 -0.038561635
## demo$ethnicity6 -0.028252269 -0.01812664 -0.0249835016 -0.012780273
## demo$ethnicity7 -0.038533652 -0.05453403 -0.0440127886 -0.028487511
## demo$ethnicity8 -0.029462193 -0.04635758 -0.0354062190 -0.020077790
## demo$ethnicity9 -0.048115299 -0.01617747 -0.0293630075 0.006822107
## 282 283 284 285 286
## (Intercept) 0.071965772 0.096112002 0.165603155 0.074511346 0.12110187
## demo$ethnicity1 0.132289547 0.172386941 0.166835870 0.164908944 0.13019225
## demo$ethnicity2 0.010432418 0.046458009 0.048723535 0.043512567 -0.03025043
## demo$ethnicity3 -0.071965772 -0.005202911 0.005128553 -0.031033085 -0.06227834
## demo$ethnicity4 0.026790790 -0.020418777 -0.043420677 0.005687576 0.03502422
## demo$ethnicity5 -0.038561635 -0.015629944 -0.004693360 -0.025969092 -0.04253722
## demo$ethnicity6 -0.012780273 -0.026949922 -0.026605273 -0.017386113 -0.01056483
## demo$ethnicity7 -0.028487511 -0.048492954 -0.037398026 -0.074511346 -0.01906105
## demo$ethnicity8 -0.020077790 -0.040316505 -0.027823067 -0.036079408 -0.01077620
## demo$ethnicity9 0.006822107 -0.035136392 -0.046115246 -0.015818101 0.01586622
## 287 288 289 290 291
## (Intercept) 0.099990614 0.10484380 0.10524998 0.075549722 0.071965772
## demo$ethnicity1 0.168508329 0.13140110 0.13099492 0.145911888 0.132289547
## demo$ethnicity2 0.042579397 -0.02305365 -0.01384444 0.017707129 0.010432418
## demo$ethnicity3 -0.009081523 -0.06484380 -0.06524998 -0.054273126 -0.071965772
## demo$ethnicity4 -0.018449436 0.03299336 0.03258718 0.011753698 0.026790790
## demo$ethnicity5 -0.019373055 -0.04076571 -0.04536476 -0.029788287 -0.038561635
## demo$ethnicity6 -0.018980766 -0.01069572 -0.01110190 -0.017290346 -0.012780273
## demo$ethnicity7 -0.052371566 -0.02151047 -0.02191665 -0.053327500 -0.028487511
## demo$ethnicity8 -0.060861784 -0.01317960 -0.01358578 -0.015578932 -0.020077790
## demo$ethnicity9 -0.014015004 0.01356508 0.01315890 0.004788545 0.006822107
## 292 293 294 295
## (Intercept) 0.13095202 0.0828165459 0.075549722 0.1171835203
## demo$ethnicity1 0.16738685 0.1477148550 0.145911888 0.1716315406
## demo$ethnicity2 0.03930842 0.0216938540 0.017707129 0.0383710440
## demo$ethnicity3 -0.01467295 -0.0393382851 -0.054273126 -0.0009044505
## demo$ethnicity4 -0.01151345 -0.0026176237 0.011753698 -0.0327145377
## demo$ethnicity5 -0.01367734 -0.0243977492 -0.029788287 -0.0111623947
## demo$ethnicity6 -0.02974570 -0.0200264772 -0.017290346 -0.0249835016
## demo$ethnicity7 -0.05778129 -0.0373620005 -0.053327500 -0.0440127886
## demo$ethnicity8 -0.01582054 -0.0295697927 -0.015578932 -0.0354062190
## demo$ethnicity9 -0.04249048 -0.0008674872 0.004788545 -0.0293630075
## 296 297 298 299
## (Intercept) 0.074511346 0.071965772 0.096112002 0.091065630
## demo$ethnicity1 0.164908944 0.132289547 0.172386941 0.129512601
## demo$ethnicity2 0.043512567 0.010432418 0.046458009 0.010473062
## demo$ethnicity3 -0.031033085 -0.071965772 -0.005202911 -0.070657467
## demo$ethnicity4 0.005687576 0.026790790 -0.020418777 0.027667090
## demo$ethnicity5 -0.025969092 -0.038561635 -0.015629944 -0.041916130
## demo$ethnicity6 -0.017386113 -0.012780273 -0.026949922 -0.011756428
## demo$ethnicity7 -0.074511346 -0.028487511 -0.048492954 -0.027235843
## demo$ethnicity8 -0.036079408 -0.020077790 -0.040316505 -0.018863109
## demo$ethnicity9 -0.015818101 0.006822107 -0.035136392 0.007968186
## 300 301 302 303 304
## (Intercept) 0.071965772 0.078071169 0.10524998 0.13168346 0.071965772
## demo$ethnicity1 0.132289547 0.152460232 0.13099492 0.16665541 0.132289547
## demo$ethnicity2 0.010432418 0.039952745 -0.01384444 0.02387111 0.010432418
## demo$ethnicity3 -0.071965772 -0.034592908 -0.06524998 -0.01540439 -0.071965772
## demo$ethnicity4 0.026790790 0.007066025 0.03258718 -0.01825090 0.026790790
## demo$ethnicity5 -0.038561635 -0.029758602 -0.04536476 -0.01440877 -0.038561635
## demo$ethnicity6 -0.012780273 -0.015402699 -0.01110190 -0.02452831 -0.012780273
## demo$ethnicity7 -0.028487511 -0.032616623 -0.02191665 -0.05851273 -0.028487511
## demo$ethnicity8 -0.020077790 -0.054790745 -0.01358578 -0.01655198 -0.020077790
## demo$ethnicity9 0.006822107 -0.019377924 0.01315890 -0.01822192 0.006822107
## 305 306 307 308 309
## (Intercept) 0.074511346 0.07090486 0.188066584 0.232277730 0.071965772
## demo$ethnicity1 0.164908944 0.15055675 0.167830852 0.148289072 0.132289547
## demo$ethnicity2 0.043512567 0.03550988 0.025733295 0.013916320 0.010432418
## demo$ethnicity3 -0.031033085 -0.04962827 0.011933416 -0.001508499 -0.071965772
## demo$ethnicity4 0.005687576 0.02122948 -0.041955940 -0.031779484 0.026790790
## demo$ethnicity5 -0.025969092 -0.03502485 -0.003618369 -0.010555690 -0.038561635
## demo$ethnicity6 -0.017386113 -0.01276174 -0.029107577 -0.010734278 -0.012780273
## demo$ethnicity7 -0.074511346 -0.04868264 -0.030171847 -0.043088540 -0.028487511
## demo$ethnicity8 -0.036079408 -0.04024164 -0.038568908 -0.051420180 -0.020077790
## demo$ethnicity9 -0.015818101 -0.01329387 -0.037916434 0.006611159 0.006822107
## 310 311 312
## (Intercept) 0.074511346 0.089633611 0.071965772
## demo$ethnicity1 0.164908944 0.130944620 0.132289547
## demo$ethnicity2 0.043512567 0.002289697 0.010432418
## demo$ethnicity3 -0.031033085 -0.069225448 -0.071965772
## demo$ethnicity4 0.005687576 0.029099109 0.026790790
## demo$ethnicity5 -0.025969092 -0.040484111 -0.038561635
## demo$ethnicity6 -0.017386113 -0.012586852 -0.012780273
## demo$ethnicity7 -0.074511346 -0.025803824 -0.028487511
## demo$ethnicity8 -0.036079408 -0.017431089 -0.020077790
## demo$ethnicity9 -0.015818101 0.009400205 0.006822107
##
## $f.perms
## [,1]
## [1,] 1.2149613
## [2,] 0.5715396
## [3,] 0.8313505
## [4,] 0.9043144
## [5,] 4.1156680
## [6,] 1.1295325
## [7,] 3.0712325
## [8,] 0.7447859
## [9,] 1.2305116
## [10,] 0.7019812
## [11,] 0.3461648
## [12,] 3.4140716
## [13,] 0.5444993
## [14,] 0.4357554
## [15,] 0.5395949
## [16,] 1.1024931
## [17,] 0.5736606
## [18,] 0.8308596
## [19,] 0.2092151
## [20,] 0.6208417
## [21,] 0.9102780
## [22,] 0.4302779
## [23,] 0.8649633
## [24,] 0.5349252
## [25,] 0.2621252
## [26,] 0.5667663
## [27,] 0.5766451
## [28,] 0.8018383
## [29,] 0.5847552
## [30,] 0.2892556
## [31,] 0.4538680
## [32,] 0.2733388
## [33,] 0.7797821
## [34,] 0.4639866
## [35,] 0.8075917
## [36,] 0.9145313
## [37,] 0.8437314
## [38,] 4.8734215
## [39,] 1.3396299
## [40,] 1.7108695
## [41,] 0.8729989
## [42,] 0.7564926
## [43,] 0.5413488
## [44,] 1.6537763
## [45,] 1.1612703
## [46,] 0.4512706
## [47,] 0.4406805
## [48,] 0.3873238
## [49,] 0.4697309
## [50,] 0.8886901
## [51,] 3.5014426
## [52,] 1.1231974
## [53,] 1.3700359
## [54,] 1.2556095
## [55,] 0.6568852
## [56,] 0.8229636
## [57,] 0.6112026
## [58,] 0.4212978
## [59,] 0.8458952
## [60,] 0.2560374
## [61,] 0.7157465
## [62,] 0.9288019
## [63,] 1.2937604
## [64,] 1.0349875
## [65,] 0.2155130
## [66,] 1.0542454
## [67,] 0.5180017
## [68,] 1.1028325
## [69,] 1.7053563
## [70,] 1.5918247
## [71,] 0.6238482
## [72,] 1.0667624
## [73,] 0.9829408
## [74,] 0.3654878
## [75,] 1.0257404
## [76,] 1.8813314
## [77,] 1.0711992
## [78,] 0.3942428
## [79,] 0.9267481
## [80,] 1.4492219
## [81,] 1.3583688
## [82,] 3.5640083
## [83,] 0.9287083
## [84,] 1.6050495
## [85,] 1.5420552
## [86,] 0.3286213
## [87,] 0.5820613
## [88,] 0.5496707
## [89,] 0.9422381
## [90,] 3.3750366
## [91,] 0.3236236
## [92,] 1.3222409
## [93,] 1.9618586
## [94,] 1.0060312
## [95,] 0.5838282
## [96,] 0.6996950
## [97,] 2.1330968
## [98,] 0.8590749
## [99,] 0.6155425
## [100,] 4.1296064
## [101,] 0.7593143
## [102,] 0.2572411
## [103,] 0.4427319
## [104,] 1.7705306
## [105,] 0.5498578
## [106,] 0.5596813
## [107,] 0.4774865
## [108,] 2.7254704
## [109,] 0.7173069
## [110,] 0.3845964
## [111,] 0.5768521
## [112,] 0.9323348
## [113,] 0.3421466
## [114,] 0.6575549
## [115,] 1.3851238
## [116,] 0.6971481
## [117,] 0.6217051
## [118,] 0.4311842
## [119,] 0.5104615
## [120,] 0.3165788
## [121,] 0.9689860
## [122,] 1.9614173
## [123,] 0.3906866
## [124,] 0.8250378
## [125,] 1.7261339
## [126,] 1.5946382
## [127,] 0.5577393
## [128,] 0.4362998
## [129,] 0.3472191
## [130,] 1.1867683
## [131,] 0.2115919
## [132,] 0.5624653
## [133,] 0.3804473
## [134,] 0.7037193
## [135,] 0.3267063
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## [140,] 0.8251060
## [141,] 0.4026874
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## [143,] 1.7552758
## [144,] 0.2873118
## [145,] 0.9050934
## [146,] 0.8285095
## [147,] 0.5670675
## [148,] 0.4784893
## [149,] 0.7188507
## [150,] 0.5026767
## [151,] 0.6954243
## [152,] 1.0208892
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## [154,] 0.9404387
## [155,] 0.5391252
## [156,] 2.0992266
## [157,] 0.9370465
## [158,] 2.3578959
## [159,] 0.3252167
## [160,] 0.3631585
## [161,] 0.3198804
## [162,] 0.9229722
## [163,] 0.3578837
## [164,] 0.8215334
## [165,] 0.4913053
## [166,] 1.3737249
## [167,] 0.5968111
## [168,] 0.4157315
## [169,] 0.8563664
## [170,] 0.2243387
## [171,] 0.3540763
## [172,] 0.4025123
## [173,] 1.1056404
## [174,] 0.5058090
## [175,] 0.4563519
## [176,] 0.4538264
## [177,] 0.3873788
## [178,] 0.5748296
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## [180,] 0.5476143
## [181,] 4.0586509
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## [183,] 1.1555732
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## [188,] 0.7368606
## [189,] 1.0799559
## [190,] 0.4623874
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## [193,] 1.6641449
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## [206,] 0.3080294
## [207,] 0.3470468
## [208,] 0.6311972
## [209,] 0.4762226
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## [220,] 0.6397193
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## [240,] 4.2007856
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## [248,] 1.0162416
## [249,] 0.5639626
## [250,] 0.7041614
## [251,] 0.3601735
## [252,] 1.0355617
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## [261,] 0.5681993
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## [554,] 0.7246062
## [555,] 1.0237175
## [556,] 0.3785222
## [557,] 1.1435922
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## [559,] 0.3700318
## [560,] 0.5564651
## [561,] 1.7088660
## [562,] 0.4273383
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## [564,] 0.1482745
## [565,] 0.5380566
## [566,] 0.6159226
## [567,] 0.5483343
## [568,] 0.2531171
## [569,] 0.4893447
## [570,] 0.6395650
## [571,] 3.0581516
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## [574,] 1.0711457
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## [580,] 0.7625398
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## [609,] 0.2906033
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## [615,] 0.9111750
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## [639,] 1.5428934
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## [641,] 0.5514776
## [642,] 0.5756648
## [643,] 0.4186715
## [644,] 0.1491916
## [645,] 0.5949255
## [646,] 0.5048327
## [647,] 1.8058799
## [648,] 0.3428210
## [649,] 0.4028509
## [650,] 0.3628283
## [651,] 2.1676708
## [652,] 1.9019764
## [653,] 1.4864959
## [654,] 1.7905561
## [655,] 0.3397881
## [656,] 0.8923721
## [657,] 0.8467672
## [658,] 0.5123374
## [659,] 0.5428108
## [660,] 1.3336935
## [661,] 0.3400955
## [662,] 0.5687842
## [663,] 1.1907523
## [664,] 0.7088845
## [665,] 0.5605213
## [666,] 5.0134971
## [667,] 2.0749953
## [668,] 0.8055415
## [669,] 0.5395369
## [670,] 0.8193135
## [671,] 0.6023206
## [672,] 1.1416011
## [673,] 0.4744668
## [674,] 0.9622612
## [675,] 1.3767534
## [676,] 0.9388565
## [677,] 1.0364647
## [678,] 0.4065875
## [679,] 0.1257411
## [680,] 0.8258873
## [681,] 1.1362252
## [682,] 0.5105879
## [683,] 0.5704065
## [684,] 3.2150526
## [685,] 1.9047231
## [686,] 4.0986117
## [687,] 0.5189558
## [688,] 0.5914480
## [689,] 0.6431407
## [690,] 0.3721530
## [691,] 0.8018313
## [692,] 0.4736355
## [693,] 0.5393828
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## [695,] 0.8176475
## [696,] 0.6418592
## [697,] 0.5506812
## [698,] 0.6583615
## [699,] 0.3210642
## [700,] 2.0051072
## [701,] 2.1831770
## [702,] 0.3136435
## [703,] 0.7539326
## [704,] 1.0222451
## [705,] 0.8238499
## [706,] 0.4775264
## [707,] 0.9958631
## [708,] 0.3755092
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## [713,] 1.1650919
## [714,] 0.7259051
## [715,] 0.7509320
## [716,] 0.5838876
## [717,] 0.5063632
## [718,] 1.2120559
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## [720,] 1.0933300
## [721,] 1.0644909
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## [728,] 1.1959522
## [729,] 0.6188901
## [730,] 0.7050153
## [731,] 0.9848072
## [732,] 1.5821894
## [733,] 0.7477110
## [734,] 2.1104227
## [735,] 0.3082775
## [736,] 0.6161145
## [737,] 0.6992197
## [738,] 2.0451561
## [739,] 0.6841652
## [740,] 0.4794347
## [741,] 1.8211087
## [742,] 0.2918569
## [743,] 0.3153149
## [744,] 0.5164489
## [745,] 0.6194822
## [746,] 0.7325596
## [747,] 1.5445159
## [748,] 0.4207958
## [749,] 1.0388953
## [750,] 1.3046475
## [751,] 1.0736899
## [752,] 1.1348745
## [753,] 0.3102185
## [754,] 0.4525752
## [755,] 0.7968074
## [756,] 0.7743235
## [757,] 2.4600693
## [758,] 0.7007829
## [759,] 0.5558201
## [760,] 0.4786495
## [761,] 0.6845786
## [762,] 0.2492205
## [763,] 0.4220675
## [764,] 0.8076974
## [765,] 0.4531877
## [766,] 0.5310279
## [767,] 0.6357446
## [768,] 0.4385814
## [769,] 0.7857893
## [770,] 5.2491568
## [771,] 1.0708986
## [772,] 0.5115757
## [773,] 0.7451225
## [774,] 0.2626041
## [775,] 0.6559951
## [776,] 0.3787919
## [777,] 0.8304218
## [778,] 1.2652826
## [779,] 0.4900550
## [780,] 0.6164037
## [781,] 3.8648559
## [782,] 4.0707553
## [783,] 0.4947572
## [784,] 0.5356477
## [785,] 0.3437824
## [786,] 0.7244791
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## [788,] 0.4671431
## [789,] 0.3039183
## [790,] 0.3358189
## [791,] 0.6669398
## [792,] 0.5719343
## [793,] 3.1422014
## [794,] 1.6202889
## [795,] 0.4495921
## [796,] 0.5666897
## [797,] 0.7265382
## [798,] 0.4956547
## [799,] 1.0638634
## [800,] 0.4928094
## [801,] 0.7761579
## [802,] 0.2624529
## [803,] 0.9572547
## [804,] 1.0202682
## [805,] 0.6551455
## [806,] 0.4417919
## [807,] 0.3739341
## [808,] 3.9051135
## [809,] 0.5136513
## [810,] 0.5126229
## [811,] 0.5470247
## [812,] 4.5302391
## [813,] 0.4593008
## [814,] 0.9039571
## [815,] 0.8457956
## [816,] 0.5032952
## [817,] 0.5684981
## [818,] 0.8159708
## [819,] 0.6887788
## [820,] 19.8364616
## [821,] 0.7614711
## [822,] 0.4338553
## [823,] 0.6505638
## [824,] 0.6358540
## [825,] 1.8902898
## [826,] 0.3898007
## [827,] 0.5330188
## [828,] 0.7524272
## [829,] 1.1166159
## [830,] 0.2432685
## [831,] 0.3738210
## [832,] 0.5751632
## [833,] 0.4547795
## [834,] 0.5813501
## [835,] 0.3413965
## [836,] 0.4854446
## [837,] 1.0411321
## [838,] 5.0164885
## [839,] 0.5995884
## [840,] 0.5246702
## [841,] 0.3845106
## [842,] 0.5386550
## [843,] 0.4490821
## [844,] 0.6313012
## [845,] 0.5256554
## [846,] 0.2417257
## [847,] 0.4519322
## [848,] 1.7680457
## [849,] 0.7156580
## [850,] 0.3500557
## [851,] 1.1061304
## [852,] 0.4789890
## [853,] 0.4802615
## [854,] 0.7186055
## [855,] 0.4369581
## [856,] 0.5372153
## [857,] 0.5066554
## [858,] 0.6452472
## [859,] 0.7271776
## [860,] 0.7437352
## [861,] 2.9143316
## [862,] 1.1729114
## [863,] 1.0560789
## [864,] 0.3382676
## [865,] 0.5993330
## [866,] 0.9466402
## [867,] 0.5808450
## [868,] 1.9350114
## [869,] 0.6158828
## [870,] 0.2508578
## [871,] 0.6334941
## [872,] 0.6092207
## [873,] 0.3715311
## [874,] 0.3165152
## [875,] 0.4757894
## [876,] 0.3806877
## [877,] 0.5157908
## [878,] 0.9719044
## [879,] 0.4480105
## [880,] 0.6775991
## [881,] 0.7644405
## [882,] 0.8531243
## [883,] 0.5561124
## [884,] 0.5644381
## [885,] 0.6226595
## [886,] 2.0229664
## [887,] 0.7654332
## [888,] 0.7694914
## [889,] 0.5468361
## [890,] 5.1088608
## [891,] 0.4080462
## [892,] 0.5442055
## [893,] 0.3890264
## [894,] 0.7319935
## [895,] 0.6550520
## [896,] 0.2827370
## [897,] 0.4231513
## [898,] 0.9049555
## [899,] 0.3228390
## [900,] 1.0132575
## [901,] 0.4018667
## [902,] 0.3360564
## [903,] 1.2322635
## [904,] 1.0042062
## [905,] 0.3577795
## [906,] 0.6659979
## [907,] 0.3748289
## [908,] 3.6852356
## [909,] 0.3829035
## [910,] 0.4359691
## [911,] 0.5641597
## [912,] 0.9079590
## [913,] 1.0691287
## [914,] 0.4525500
## [915,] 1.7378835
## [916,] 0.4378977
## [917,] 0.9406879
## [918,] 0.6586358
## [919,] 0.4970465
## [920,] 0.6542490
## [921,] 0.6965970
## [922,] 0.1664226
## [923,] 0.4709393
## [924,] 0.2198730
## [925,] 0.3925332
## [926,] 0.5525800
## [927,] 0.7282089
## [928,] 0.6422460
## [929,] 0.5938770
## [930,] 0.4291547
## [931,] 2.0628395
## [932,] 2.1897861
## [933,] 0.2868435
## [934,] 4.5978631
## [935,] 0.4975418
## [936,] 0.5618007
## [937,] 0.6231222
## [938,] 0.2823829
## [939,] 0.2409630
## [940,] 0.5962522
## [941,] 0.7202246
## [942,] 0.3254088
## [943,] 0.3220513
## [944,] 0.4484416
## [945,] 0.5793062
## [946,] 0.1978773
## [947,] 0.3180758
## [948,] 0.8830627
## [949,] 0.7883133
## [950,] 20.3995281
## [951,] 1.2741851
## [952,] 0.3900839
## [953,] 0.5760857
## [954,] 0.3735264
## [955,] 0.7361658
## [956,] 1.0741795
## [957,] 0.7372828
## [958,] 1.2890718
## [959,] 0.5268962
## [960,] 0.5541308
## [961,] 0.6261277
## [962,] 20.7209942
## [963,] 0.3338425
## [964,] 0.3452600
## [965,] 0.8881906
## [966,] 0.4672629
## [967,] 0.7937467
## [968,] 0.6258830
## [969,] 0.8897207
## [970,] 0.4620147
## [971,] 0.6312951
## [972,] 0.4155152
## [973,] 0.3920615
## [974,] 0.4428217
## [975,] 0.5360736
## [976,] 0.5011028
## [977,] 0.2441597
## [978,] 2.1747117
## [979,] 0.4345324
## [980,] 0.3262244
## [981,] 0.2493740
## [982,] 0.5519952
## [983,] 0.9679202
## [984,] 0.5546116
## [985,] 0.4397743
## [986,] 0.2089786
## [987,] 5.4719217
## [988,] 5.1110090
## [989,] 0.5733265
## [990,] 0.6069490
## [991,] 0.2790164
## [992,] 0.1517748
## [993,] 0.4584987
## [994,] 0.5706488
## [995,] 1.0301015
## [996,] 1.1034501
## [997,] 3.8535187
## [998,] 2.0509760
## [999,] 0.6192307
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 -1 -1 -1 -1
## 4 1 -1 -1 -1 -1
## 5 1 -1 -1 -1 -1
## 6 1 -1 -1 -1 -1
## 7 1 0 0 0 0
## 8 1 -1 -1 -1 -1
## 9 1 -1 -1 -1 -1
## 10 1 -1 -1 -1 -1
## 11 1 -1 -1 -1 -1
## 12 1 -1 -1 -1 -1
## 13 1 -1 -1 -1 -1
## 14 1 -1 -1 -1 -1
## 15 1 -1 -1 -1 -1
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 0
## 18 1 -1 -1 -1 -1
## 19 1 0 0 1 0
## 20 1 0 0 0 0
## 21 1 -1 -1 -1 -1
## 22 1 -1 -1 -1 -1
## 23 1 -1 -1 -1 -1
## 24 1 0 0 0 0
## 25 1 -1 -1 -1 -1
## 26 1 1 0 0 0
## 27 1 -1 -1 -1 -1
## 28 1 -1 -1 -1 -1
## 29 1 1 0 0 0
## 30 1 -1 -1 -1 -1
## 31 1 -1 -1 -1 -1
## 32 1 0 0 0 0
## 33 1 -1 -1 -1 -1
## 34 1 0 0 0 0
## 35 1 0 0 0 0
## 36 1 -1 -1 -1 -1
## 37 1 0 0 0 1
## 38 1 -1 -1 -1 -1
## 39 1 -1 -1 -1 -1
## 40 1 -1 -1 -1 -1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 -1 -1 -1 -1
## 44 1 -1 -1 -1 -1
## 45 1 -1 -1 -1 -1
## 46 1 -1 -1 -1 -1
## 47 1 0 1 0 0
## 48 1 -1 -1 -1 -1
## 49 1 -1 -1 -1 -1
## 50 1 -1 -1 -1 -1
## 51 1 1 0 0 0
## 52 1 -1 -1 -1 -1
## 53 1 -1 -1 -1 -1
## 54 1 1 0 0 0
## 55 1 -1 -1 -1 -1
## 56 1 -1 -1 -1 -1
## 57 1 -1 -1 -1 -1
## 58 1 -1 -1 -1 -1
## 59 1 -1 -1 -1 -1
## 60 1 -1 -1 -1 -1
## 61 1 -1 -1 -1 -1
## 62 1 -1 -1 -1 -1
## 63 1 -1 -1 -1 -1
## 64 1 -1 -1 -1 -1
## 65 1 -1 -1 -1 -1
## 66 1 0 0 0 0
## 67 1 -1 -1 -1 -1
## 68 1 -1 -1 -1 -1
## 69 1 -1 -1 -1 -1
## 70 1 0 0 0 0
## 71 1 -1 -1 -1 -1
## 72 1 -1 -1 -1 -1
## 73 1 -1 -1 -1 -1
## 74 1 -1 -1 -1 -1
## 75 1 -1 -1 -1 -1
## 76 1 -1 -1 -1 -1
## 77 1 -1 -1 -1 -1
## 78 1 -1 -1 -1 -1
## 79 1 -1 -1 -1 -1
## 80 1 -1 -1 -1 -1
## 81 1 -1 -1 -1 -1
## 82 1 -1 -1 -1 -1
## 83 1 -1 -1 -1 -1
## 84 1 -1 -1 -1 -1
## 85 1 -1 -1 -1 -1
## 86 1 0 0 0 0
## 87 1 -1 -1 -1 -1
## 88 1 -1 -1 -1 -1
## 89 1 -1 -1 -1 -1
## 90 1 0 0 0 1
## 91 1 -1 -1 -1 -1
## 92 1 -1 -1 -1 -1
## 93 1 -1 -1 -1 -1
## 94 1 -1 -1 -1 -1
## 95 1 -1 -1 -1 -1
## 96 1 -1 -1 -1 -1
## 97 1 0 0 0 0
## 98 1 0 0 0 0
## 99 1 -1 -1 -1 -1
## 100 1 -1 -1 -1 -1
## 101 1 -1 -1 -1 -1
## 102 1 -1 -1 -1 -1
## 103 1 0 0 0 1
## 104 1 -1 -1 -1 -1
## 105 1 -1 -1 -1 -1
## 106 1 -1 -1 -1 -1
## 107 1 -1 -1 -1 -1
## 108 1 -1 -1 -1 -1
## 109 1 1 0 0 0
## 110 1 -1 -1 -1 -1
## 111 1 -1 -1 -1 -1
## 112 1 -1 -1 -1 -1
## 113 1 0 0 0 0
## 114 1 -1 -1 -1 -1
## 115 1 -1 -1 -1 -1
## 116 1 0 0 0 0
## 117 1 -1 -1 -1 -1
## 118 1 -1 -1 -1 -1
## 119 1 -1 -1 -1 -1
## 120 1 -1 -1 -1 -1
## 121 1 -1 -1 -1 -1
## 122 1 -1 -1 -1 -1
## 123 1 0 0 0 1
## 124 1 0 0 0 0
## 125 1 0 0 0 0
## 126 1 -1 -1 -1 -1
## 127 1 -1 -1 -1 -1
## 128 1 -1 -1 -1 -1
## 129 1 0 0 0 0
## 130 1 -1 -1 -1 -1
## 131 1 0 0 0 1
## 132 1 -1 -1 -1 -1
## 133 1 -1 -1 -1 -1
## 134 1 -1 -1 -1 -1
## 135 1 -1 -1 -1 -1
## 136 1 -1 -1 -1 -1
## 137 1 -1 -1 -1 -1
## 138 1 -1 -1 -1 -1
## 139 1 -1 -1 -1 -1
## 140 1 -1 -1 -1 -1
## 141 1 0 0 0 0
## 142 1 -1 -1 -1 -1
## 143 1 0 0 0 0
## 144 1 -1 -1 -1 -1
## 145 1 -1 -1 -1 -1
## 146 1 -1 -1 -1 -1
## 147 1 -1 -1 -1 -1
## 148 1 -1 -1 -1 -1
## 149 1 -1 -1 -1 -1
## 150 1 -1 -1 -1 -1
## 151 1 0 0 0 0
## 152 1 -1 -1 -1 -1
## 153 1 -1 -1 -1 -1
## 154 1 -1 -1 -1 -1
## 155 1 -1 -1 -1 -1
## 156 1 -1 -1 -1 -1
## 157 1 -1 -1 -1 -1
## 158 1 -1 -1 -1 -1
## 159 1 -1 -1 -1 -1
## 160 1 -1 -1 -1 -1
## 161 1 -1 -1 -1 -1
## 162 1 0 0 0 0
## 163 1 -1 -1 -1 -1
## 164 1 -1 -1 -1 -1
## 165 1 -1 -1 -1 -1
## 166 1 -1 -1 -1 -1
## 167 1 -1 -1 -1 -1
## 168 1 -1 -1 -1 -1
## 169 1 -1 -1 -1 -1
## 170 1 -1 -1 -1 -1
## 171 1 -1 -1 -1 -1
## 172 1 -1 -1 -1 -1
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## demo$ethnicity9
## 1 0
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##
## $terms
## per_comm_orient ~ demo$ethnicity
## attr(,"variables")
## list(per_comm_orient, demo$ethnicity)
## attr(,"factors")
## demo$ethnicity
## per_comm_orient 0
## demo$ethnicity 1
## attr(,"term.labels")
## [1] "demo$ethnicity"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"Look at that! The differences are significant for Personal Communal
Orientation across ethnicity.
Science Community Orientation
Now, Competency in Science:
Well crap,
something is broke there. Let’s try running a different form of MDS,
giving us a similar analysis in a different way. We can interpret this
data similarly to how we did before:
And an
Adonis test:
## $aov.tab
## Permutation: free
## Number of permutations: 999
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## demo$ethnicity 9 0.2580 0.028667 2.0174 0.05671 0.075 .
## Residuals 302 4.2913 0.014210 0.94329
## Total 311 4.5493 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## $call
## adonis(formula = sci_comm_orient ~ demo$ethnicity)
##
## $coefficients
## sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept) 5.2261800 5.39064237 5.34448406
## demo$ethnicity1 -0.4261800 -0.59064237 -0.74448406
## demo$ethnicity2 0.5238200 0.10935763 0.90551594
## demo$ethnicity3 0.7738200 0.60935763 0.65551594
## demo$ethnicity4 -0.1150689 -0.16842014 -0.12226184
## demo$ethnicity5 0.1071533 0.38713541 0.43329371
## demo$ethnicity6 0.1267612 0.02112234 0.06728064
## demo$ethnicity7 -0.2261800 -0.39064237 -1.34448406
## demo$ethnicity8 -0.8928467 0.27602430 0.32218260
## demo$ethnicity9 0.2738200 -0.14064237 -0.09448406
## sci_comm_orient4 sci_comm_orient_ave
## (Intercept) 5.4503908 5.35292430
## demo$ethnicity1 -0.6503908 -0.60292430
## demo$ethnicity2 0.5496092 0.52207570
## demo$ethnicity3 0.5496092 0.64707570
## demo$ethnicity4 -0.1170574 -0.13070208
## demo$ethnicity5 0.3273870 0.31374237
## demo$ethnicity6 0.0790210 0.07354629
## demo$ethnicity7 -0.4503908 -0.60292430
## demo$ethnicity8 0.2162759 -0.01959097
## demo$ethnicity9 -0.2003908 -0.04042430
##
## $coef.sites
## 1 2 3 4
## (Intercept) 0.0917075301 0.110002963 0.0917075301 0.299647787
## demo$ethnicity1 0.1767914128 0.178812098 0.1767914128 0.163209355
## demo$ethnicity2 0.0211327511 0.015322843 0.0211327511 0.015048104
## demo$ethnicity3 -0.0007984392 0.006276106 -0.0007984392 0.033685546
## demo$ethnicity4 -0.0228038020 -0.021100426 -0.0228038020 -0.039570827
## demo$ethnicity5 -0.0262540632 -0.024802952 -0.0262540632 0.004969154
## demo$ethnicity6 -0.0125541045 -0.011710216 -0.0125541045 -0.018904348
## demo$ethnicity7 -0.0660665045 -0.067897700 -0.0660665045 -0.073841336
## demo$ethnicity8 -0.0343053747 -0.039709923 -0.0343053747 -0.020643458
## demo$ethnicity9 -0.0259827144 -0.020453172 -0.0259827144 -0.027377672
## 5 6 7 8
## (Intercept) 0.0917075301 0.09049159 0.129698607 0.078840783
## demo$ethnicity1 0.1767914128 0.15859932 0.121595511 0.125414536
## demo$ethnicity2 0.0211327511 0.01033661 -0.038502984 -0.011451974
## demo$ethnicity3 -0.0007984392 -0.02382493 -0.070875077 -0.078840783
## demo$ethnicity4 -0.0228038020 -0.01734667 0.004760814 -0.002058778
## demo$ethnicity5 -0.0262540632 -0.02607284 -0.040102982 -0.034681537
## demo$ethnicity6 -0.0125541045 -0.01490908 -0.014069474 -0.016116435
## demo$ethnicity7 -0.0660665045 -0.04049159 0.044214437 0.037438287
## demo$ethnicity8 -0.0343053747 -0.01699355 -0.011719883 -0.019223332
## demo$ethnicity9 -0.0259827144 -0.02474491 -0.006234618 -0.013430583
## 9 10 11 12
## (Intercept) 0.0971087866 0.11905248 0.10283104 0.078840783
## demo$ethnicity1 0.1234694447 0.16976258 0.16566790 0.125414536
## demo$ethnicity2 -0.0143349078 0.01738444 0.01000924 -0.011451974
## demo$ethnicity3 -0.0767006233 -0.00277341 -0.01192195 -0.078840783
## demo$ethnicity4 -0.0002603114 -0.01214424 -0.01636633 -0.002058778
## demo$ethnicity5 -0.0371517031 -0.02027966 -0.02870032 -0.034681537
## demo$ethnicity6 -0.0165871494 -0.01103652 -0.01190385 -0.016116435
## demo$ethnicity7 0.0392548498 -0.07694722 -0.03616437 0.037438287
## demo$ethnicity8 -0.0171973534 -0.03508423 -0.04510368 -0.019223332
## demo$ethnicity9 -0.0115078796 -0.01924628 -0.01629541 -0.013430583
## 13 14 15 16
## (Intercept) 0.0917075301 0.0917075301 0.08695890 0.110002963
## demo$ethnicity1 0.1767914128 0.1767914128 0.16940473 0.178812098
## demo$ethnicity2 0.0211327511 0.0211327511 0.01386930 0.015322843
## demo$ethnicity3 -0.0007984392 -0.0007984392 -0.02029224 0.006276106
## demo$ethnicity4 -0.0228038020 -0.0228038020 -0.01804679 -0.021100426
## demo$ethnicity5 -0.0262540632 -0.0262540632 -0.03071492 -0.024802952
## demo$ethnicity6 -0.0125541045 -0.0125541045 -0.01346077 -0.011710216
## demo$ethnicity7 -0.0660665045 -0.0660665045 -0.03695890 -0.067897700
## demo$ethnicity8 -0.0343053747 -0.0343053747 -0.03828048 -0.039709923
## demo$ethnicity9 -0.0259827144 -0.0259827144 -0.02121222 -0.020453172
## 17 18 19 20 21
## (Intercept) 0.078840783 0.08628419 0.078840783 0.09444492 1.381203e-01
## demo$ethnicity1 0.125414536 0.16280672 0.125414536 0.15464599 1.349750e-01
## demo$ethnicity2 -0.011451974 0.01454401 -0.011451974 0.01690960 -3.117671e-02
## demo$ethnicity3 -0.078840783 -0.01961752 -0.078840783 -0.02777825 -5.240597e-02
## demo$ethnicity4 -0.002058778 -0.01717967 -0.002058778 -0.01243551 -1.749918e-05
## demo$ethnicity5 -0.034681537 -0.03013864 -0.034681537 -0.02528608 -4.109291e-02
## demo$ethnicity6 -0.016116435 -0.01278606 -0.016116435 -0.01394241 -1.233573e-02
## demo$ethnicity7 0.037438287 -0.03628419 0.037438287 -0.04444492 3.460701e-02
## demo$ethnicity8 -0.019223332 -0.03760577 -0.019223332 -0.03275837 -3.524586e-02
## demo$ethnicity9 -0.013430583 -0.02053750 -0.013430583 -0.01894214 -1.453594e-03
## 22 23 24 25 26
## (Intercept) 0.0917075301 0.123742567 0.082126236 0.0917075301 0.98
## demo$ethnicity1 0.1767914128 0.172691542 0.155516277 0.1767914128 -0.18
## demo$ethnicity2 0.0211327511 0.012694350 0.007138149 0.0211327511 0.02
## demo$ethnicity3 -0.0007984392 -0.007463497 -0.038647975 -0.0007984392 0.02
## demo$ethnicity4 -0.0228038020 -0.017045972 -0.015145803 -0.0228038020 0.02
## demo$ethnicity5 -0.0262540632 -0.024861343 -0.033687045 -0.0262540632 0.02
## demo$ethnicity6 -0.0125541045 -0.015917391 -0.014638040 -0.0125541045 0.02
## demo$ethnicity7 -0.0660665045 -0.039532040 -0.008955504 -0.0660665045 0.02
## demo$ethnicity8 -0.0343053747 -0.039774313 -0.038690774 -0.0343053747 0.02
## demo$ethnicity9 -0.0259827144 -0.023936365 -0.016431061 -0.0259827144 0.02
## 27 28 29 30
## (Intercept) 0.0917075301 0.175051504 0.078840783 0.12967159
## demo$ethnicity1 0.1767914128 0.180845932 0.125414536 0.18043294
## demo$ethnicity2 0.0211327511 0.018122763 -0.011451974 0.03149724
## demo$ethnicity3 -0.0007984392 0.024948496 -0.078840783 0.01318555
## demo$ethnicity4 -0.0228038020 -0.020126616 -0.002058778 -0.01981315
## demo$ethnicity5 -0.0262540632 -0.005589682 -0.034681537 -0.01296631
## demo$ethnicity6 -0.0125541045 -0.022918068 -0.016116435 -0.01635680
## demo$ethnicity7 -0.0660665045 -0.089337219 0.037438287 -0.10264457
## demo$ethnicity8 -0.0343053747 -0.018725948 -0.019223332 -0.01848587
## demo$ethnicity9 -0.0259827144 -0.039697969 -0.013430583 -0.03794227
## 31 32 33 34
## (Intercept) 0.078840783 7.803425e-02 0.264843514 7.803425e-02
## demo$ethnicity1 0.125414536 1.416882e-01 0.169090420 1.416882e-01
## demo$ethnicity2 -0.011451974 9.102299e-05 0.013647477 9.102299e-05
## demo$ethnicity3 -0.078840783 -5.675765e-02 0.032453783 -5.675765e-02
## demo$ethnicity4 -0.002058778 -8.915861e-03 -0.033178980 -8.915861e-03
## demo$ethnicity5 -0.034681537 -3.619957e-02 0.003126247 -3.619957e-02
## demo$ethnicity6 -0.016116435 -1.420790e-02 -0.021129920 -1.420790e-02
## demo$ethnicity7 0.037438287 1.720385e-02 -0.077343514 1.720385e-02
## demo$ethnicity8 -0.019223332 -3.962692e-02 -0.023112479 -3.962692e-02
## demo$ethnicity9 -0.013430583 -1.245409e-02 -0.029831229 -1.245409e-02
## 35 36 37 38
## (Intercept) 0.078840783 0.0971087866 7.803425e-02 0.078840783
## demo$ethnicity1 0.125414536 0.1234694447 1.416882e-01 0.125414536
## demo$ethnicity2 -0.011451974 -0.0143349078 9.102299e-05 -0.011451974
## demo$ethnicity3 -0.078840783 -0.0767006233 -5.675765e-02 -0.078840783
## demo$ethnicity4 -0.002058778 -0.0002603114 -8.915861e-03 -0.002058778
## demo$ethnicity5 -0.034681537 -0.0371517031 -3.619957e-02 -0.034681537
## demo$ethnicity6 -0.016116435 -0.0165871494 -1.420790e-02 -0.016116435
## demo$ethnicity7 0.037438287 0.0392548498 1.720385e-02 0.037438287
## demo$ethnicity8 -0.019223332 -0.0171973534 -3.962692e-02 -0.019223332
## demo$ethnicity9 -0.013430583 -0.0115078796 -1.245409e-02 -0.013430583
## 39 40 41 42
## (Intercept) 0.110002963 0.0917075301 0.078840783 0.078840783
## demo$ethnicity1 0.178812098 0.1767914128 0.125414536 0.125414536
## demo$ethnicity2 0.015322843 0.0211327511 -0.011451974 -0.011451974
## demo$ethnicity3 0.006276106 -0.0007984392 -0.078840783 -0.078840783
## demo$ethnicity4 -0.021100426 -0.0228038020 -0.002058778 -0.002058778
## demo$ethnicity5 -0.024802952 -0.0262540632 -0.034681537 -0.034681537
## demo$ethnicity6 -0.011710216 -0.0125541045 -0.016116435 -0.016116435
## demo$ethnicity7 -0.067897700 -0.0660665045 0.037438287 0.037438287
## demo$ethnicity8 -0.039709923 -0.0343053747 -0.019223332 -0.019223332
## demo$ethnicity9 -0.020453172 -0.0259827144 -0.013430583 -0.013430583
## 43 44 45 46 47
## (Intercept) 0.09049159 0.145028664 0.232024493 0.299647787 0.153792083
## demo$ethnicity1 0.15859932 0.172880744 0.174518892 0.163209355 0.178646941
## demo$ethnicity2 0.01033661 0.004711596 0.012226822 0.015048104 -0.001965393
## demo$ethnicity3 -0.02382493 -0.002171521 0.031133402 0.033685546 0.016939624
## demo$ethnicity4 -0.01734667 -0.016919043 -0.027283768 -0.039570827 -0.021951451
## demo$ethnicity5 -0.02607284 -0.019086611 0.001308625 0.004969154 -0.013839553
## demo$ethnicity6 -0.01490908 -0.021997271 -0.023240471 -0.018904348 -0.018984007
## demo$ethnicity7 -0.04049159 -0.031515151 -0.080509342 -0.073841336 -0.053792083
## demo$ethnicity8 -0.01699355 -0.033483071 -0.025453216 -0.020643458 -0.041677337
## demo$ethnicity9 -0.02474491 -0.031344454 -0.032134350 -0.027377672 -0.024626548
## 48 49 50 51
## (Intercept) 0.13210176 0.0917075301 0.0917075301 0.078840783
## demo$ethnicity1 0.17800277 0.1767914128 0.1767914128 0.125414536
## demo$ethnicity2 0.01763850 0.0211327511 0.0211327511 -0.011451974
## demo$ethnicity3 0.01075538 -0.0007984392 -0.0007984392 -0.078840783
## demo$ethnicity4 -0.02224331 -0.0228038020 -0.0228038020 -0.002058778
## demo$ethnicity5 -0.02020128 -0.0262540632 -0.0262540632 -0.034681537
## demo$ethnicity6 -0.01637369 -0.0125541045 -0.0125541045 -0.016116435
## demo$ethnicity7 -0.06183149 -0.0660665045 -0.0660665045 0.037438287
## demo$ethnicity8 -0.03459125 -0.0343053747 -0.0343053747 -0.019223332
## demo$ethnicity9 -0.02894387 -0.0259827144 -0.0259827144 -0.013430583
## 52 53 54 55 56
## (Intercept) 0.09049159 0.130924662 0.078840783 0.145324271 0.078840783
## demo$ethnicity1 0.15859932 0.179179868 0.125414536 0.120437419 0.125414536
## demo$ethnicity2 0.01033661 0.007387026 -0.011451974 -0.051177677 -0.011451974
## demo$ethnicity3 -0.02382493 0.011932481 -0.078840783 -0.068401194 -0.078840783
## demo$ethnicity4 -0.01734667 -0.021066213 -0.002058778 0.006783752 -0.002058778
## demo$ethnicity5 -0.02607284 -0.019024181 -0.034681537 -0.037768333 -0.034681537
## demo$ethnicity6 -0.01490908 -0.017673375 -0.016116435 -0.013640165 -0.016116435
## demo$ethnicity7 -0.04049159 -0.060654392 0.037438287 0.046165091 0.037438287
## demo$ethnicity8 -0.01699355 -0.033414156 -0.019223332 -0.009469929 -0.019223332
## demo$ethnicity9 -0.02474491 -0.027766767 -0.013430583 -0.004084955 -0.013430583
## 57 58 59 60
## (Intercept) 0.175850645 0.154232327 7.803425e-02 0.118063881
## demo$ethnicity1 0.180046790 0.178206698 1.416882e-01 0.159633089
## demo$ethnicity2 0.017323622 0.009359069 9.102299e-05 0.002179524
## demo$ethnicity3 0.024149355 0.016499381 -5.675765e-02 -0.015841659
## demo$ethnicity4 -0.020925757 -0.022391695 -8.915861e-03 -0.011799221
## demo$ethnicity5 -0.006388823 -0.014279796 -3.619957e-02 -0.016901509
## demo$ethnicity6 -0.018334664 -0.022113326 -1.420790e-02 -0.014215639
## demo$ethnicity7 -0.090136360 -0.054232327 1.720385e-02 -0.068063881
## demo$ethnicity8 -0.033939504 -0.028082493 -3.962692e-02 -0.006738079
## demo$ethnicity9 -0.028375898 -0.036831497 -1.245409e-02 -0.024783322
## 61 62 63 64 65
## (Intercept) 0.081466280 0.095798024 0.13166998 0.129698607 0.078840783
## demo$ethnicity1 0.149065121 0.124780208 0.17843455 0.121595511 0.125414536
## demo$ethnicity2 0.007798105 -0.028559590 0.00664171 -0.038502984 -0.011451974
## demo$ethnicity3 -0.037988019 -0.075389860 0.01118716 -0.070875077 -0.078840783
## demo$ethnicity4 -0.014302098 0.001050452 -0.02181153 0.004760814 -0.002058778
## demo$ethnicity5 -0.033121052 -0.035840940 -0.01976950 -0.040102982 -0.034681537
## demo$ethnicity6 -0.013978084 -0.013466432 -0.01332753 -0.014069474 -0.016116435
## demo$ethnicity7 -0.008295548 0.040565613 -0.06139971 0.044214437 0.037438287
## demo$ethnicity8 -0.038030818 -0.015886590 -0.04783469 -0.011719883 -0.019223332
## demo$ethnicity9 -0.015771105 -0.010197116 -0.01708351 -0.006234618 -0.013430583
## 66 67 68 69 70
## (Intercept) 0.10760438 0.078840783 0.08584036 0.078840783 0.078840783
## demo$ethnicity1 0.16089456 0.125414536 0.16325055 0.125414536 0.125414536
## demo$ethnicity2 0.00523590 -0.011451974 0.01498784 -0.011451974 -0.011451974
## demo$ethnicity3 -0.01669529 -0.078840783 -0.01917369 -0.078840783 -0.078840783
## demo$ethnicity4 -0.01700531 -0.002058778 -0.02096865 -0.002058778 -0.002058778
## demo$ethnicity5 -0.02044485 -0.034681537 -0.02959638 -0.034681537 -0.034681537
## demo$ethnicity6 -0.01937552 -0.016116435 -0.01458313 -0.016116435 -0.016116435
## demo$ethnicity7 -0.04093771 0.037438287 -0.03584036 0.037438287 0.037438287
## demo$ethnicity8 -0.01145766 -0.019223332 -0.03716194 -0.019223332 -0.019223332
## demo$ethnicity9 -0.03187957 -0.013430583 -0.02009368 -0.013430583 -0.013430583
## 71 72 73 74
## (Intercept) 0.078840783 0.0917075301 0.145324271 0.179638882
## demo$ethnicity1 0.125414536 0.1767914128 0.120437419 0.176258553
## demo$ethnicity2 -0.011451974 0.0211327511 -0.051177677 0.025656597
## demo$ethnicity3 -0.078840783 -0.0007984392 -0.068401194 0.020361118
## demo$ethnicity4 -0.002058778 -0.0228038020 0.006783752 -0.024713994
## demo$ethnicity5 -0.034681537 -0.0262540632 -0.037768333 -0.005097695
## demo$ethnicity6 -0.016116435 -0.0125541045 -0.013640165 -0.021433340
## demo$ethnicity7 0.037438287 -0.0660665045 0.046165091 -0.093924597
## demo$ethnicity8 -0.019223332 -0.0343053747 -0.009469929 -0.008898912
## demo$ethnicity9 -0.013430583 -0.0259827144 -0.004084955 -0.044285347
## 75 76 77 78
## (Intercept) 0.145324271 0.107638568 0.078840783 0.078840783
## demo$ethnicity1 0.120437419 0.181176493 0.125414536 0.125414536
## demo$ethnicity2 -0.051177677 0.028798349 -0.011451974 -0.011451974
## demo$ethnicity3 -0.068401194 0.008640502 -0.078840783 -0.078840783
## demo$ethnicity4 0.006783752 -0.018736031 -0.002058778 -0.002058778
## demo$ethnicity5 -0.037768333 -0.017760194 -0.034681537 -0.034681537
## demo$ethnicity6 -0.013640165 -0.011698762 -0.016116435 -0.016116435
## demo$ethnicity7 0.046165091 -0.107638568 0.037438287 0.037438287
## demo$ethnicity8 -0.009469929 -0.024012194 -0.019223332 -0.019223332
## demo$ethnicity9 -0.004084955 -0.029199888 -0.013430583 -0.013430583
## 79 80 81 82
## (Intercept) 0.129306869 0.078840783 0.078840783 7.803425e-02
## demo$ethnicity1 0.121987248 0.125414536 0.125414536 1.416882e-01
## demo$ethnicity2 -0.045658417 -0.011451974 -0.011451974 9.102299e-05
## demo$ethnicity3 -0.070483340 -0.078840783 -0.078840783 -5.675765e-02
## demo$ethnicity4 0.005152551 -0.002058778 -0.002058778 -8.915861e-03
## demo$ethnicity5 -0.036419064 -0.034681537 -0.034681537 -3.619957e-02
## demo$ethnicity6 -0.013677737 -0.016116435 -0.016116435 -1.420790e-02
## demo$ethnicity7 0.044606174 0.037438287 0.037438287 1.720385e-02
## demo$ethnicity8 -0.011328146 -0.019223332 -0.019223332 -3.962692e-02
## demo$ethnicity9 -0.005842880 -0.013430583 -0.013430583 -1.245409e-02
## 83 84 85 86 87
## (Intercept) 7.803425e-02 0.10283104 0.103521190 0.08628419 0.113607469
## demo$ethnicity1 1.416882e-01 0.16566790 0.172419613 0.16280672 0.133229266
## demo$ethnicity2 9.102299e-05 0.01000924 0.009319091 0.01454401 -0.038205770
## demo$ethnicity3 -5.675765e-02 -0.01192195 -0.012612099 -0.01961752 -0.060546244
## demo$ethnicity4 -8.915861e-03 -0.01636633 -0.017258163 -0.01717967 0.001769384
## demo$ethnicity5 -3.619957e-02 -0.02870032 -0.029287235 -0.03013864 -0.031861018
## demo$ethnicity6 -1.420790e-02 -0.01190385 -0.012593997 -0.01278606 -0.011777643
## demo$ethnicity7 1.720385e-02 -0.03616437 -0.036854523 -0.03628419 0.022756168
## demo$ethnicity8 -3.962692e-02 -0.04510368 -0.045793831 -0.03760577 -0.010990722
## demo$ethnicity9 -1.245409e-02 -0.01629541 -0.016985564 -0.02053750 -0.011680031
## 88 89 90 91 92
## (Intercept) 0.092711156 0.130924662 0.081409589 0.078840783 0.13210176
## demo$ethnicity1 0.144931356 0.179179868 0.131356369 0.125414536 0.17800277
## demo$ethnicity2 -0.003446772 0.007387026 -0.003284317 -0.011451974 0.01763850
## demo$ethnicity3 -0.049232895 0.011932481 -0.060132993 -0.078840783 0.01075538
## demo$ethnicity4 -0.008996382 -0.021066213 -0.008250797 -0.002058778 -0.02224331
## demo$ethnicity5 -0.035998757 -0.019024181 -0.031759560 -0.034681537 -0.02020128
## demo$ethnicity6 -0.014010662 -0.017673375 -0.015586954 -0.016116435 -0.01637369
## demo$ethnicity7 0.019483966 -0.060654392 0.013828507 0.037438287 -0.06183149
## demo$ethnicity8 -0.048980382 -0.033414156 -0.019286844 -0.019223332 -0.03459125
## demo$ethnicity9 -0.007235762 -0.027766767 -0.015829430 -0.013430583 -0.02894387
## 93 94 95 96
## (Intercept) 0.0917075301 0.10510111 0.0917075301 0.0917075301
## demo$ethnicity1 0.1767914128 0.17083969 0.1767914128 0.1767914128
## demo$ethnicity2 0.0211327511 0.01854998 0.0211327511 0.0211327511
## demo$ethnicity3 -0.0007984392 -0.01419202 -0.0007984392 -0.0007984392
## demo$ethnicity4 -0.0228038020 -0.01883809 -0.0228038020 -0.0228038020
## demo$ethnicity5 -0.0262540632 -0.02630875 -0.0262540632 -0.0262540632
## demo$ethnicity6 -0.0125541045 -0.01665070 -0.0125541045 -0.0125541045
## demo$ethnicity7 -0.0660665045 -0.03843445 -0.0660665045 -0.0660665045
## demo$ethnicity8 -0.0343053747 -0.03436562 -0.0343053747 -0.0343053747
## demo$ethnicity9 -0.0259827144 -0.02937630 -0.0259827144 -0.0259827144
## 97 98 99 100 101
## (Intercept) 0.078840783 0.08695890 0.110002963 0.204345430 0.078840783
## demo$ethnicity1 0.125414536 0.16940473 0.178812098 0.176221371 0.125414536
## demo$ethnicity2 -0.011451974 0.01386930 0.015322843 0.019973619 -0.011451974
## demo$ethnicity3 -0.078840783 -0.02029224 0.006276106 0.026423800 -0.078840783
## demo$ethnicity4 -0.002058778 -0.01804679 -0.021100426 -0.025151006 -0.002058778
## demo$ethnicity5 -0.034681537 -0.03071492 -0.024802952 -0.003800058 -0.034681537
## demo$ethnicity6 -0.016116435 -0.01346077 -0.011710216 -0.022291592 -0.016116435
## demo$ethnicity7 0.037438287 -0.03695890 -0.067897700 -0.086698372 0.037438287
## demo$ethnicity8 -0.019223332 -0.03828048 -0.039709923 -0.016180574 -0.019223332
## demo$ethnicity9 -0.013430583 -0.02121222 -0.020453172 -0.037621529 -0.013430583
## 102 103 104 105
## (Intercept) 0.078840783 0.08695890 0.0917075301 0.085578457
## demo$ethnicity1 0.125414536 0.16940473 0.1767914128 0.144952944
## demo$ethnicity2 -0.011451974 0.01386930 0.0211327511 0.003685927
## demo$ethnicity3 -0.078840783 -0.02029224 -0.0007984392 -0.042100197
## demo$ethnicity4 -0.002058778 -0.01804679 -0.0228038020 -0.014463658
## demo$ethnicity5 -0.034681537 -0.03071492 -0.0262540632 -0.029148245
## demo$ethnicity6 -0.016116435 -0.01346077 -0.0125541045 -0.016050873
## demo$ethnicity7 0.037438287 -0.03695890 -0.0660665045 -0.012407726
## demo$ethnicity8 -0.019223332 -0.03828048 -0.0343053747 -0.017888043
## demo$ethnicity9 -0.013430583 -0.02121222 -0.0259827144 -0.019883283
## 106 107 108 109 110
## (Intercept) 0.107638568 0.10355618 0.1270233404 0.081409589 0.10355618
## demo$ethnicity1 0.181176493 0.15280746 0.1349521698 0.131356369 0.15280746
## demo$ethnicity2 0.028798349 0.00779834 -0.0290489927 -0.003284317 0.00779834
## demo$ethnicity3 0.008640502 -0.03688951 -0.0550233404 -0.060132993 -0.03688951
## demo$ethnicity4 -0.018736031 -0.01346596 -0.0002279386 -0.008250797 -0.01346596
## demo$ethnicity5 -0.017760194 -0.02612413 -0.0412678888 -0.031759560 -0.02612413
## demo$ethnicity6 -0.011698762 -0.01890077 -0.0124653550 -0.015586954 -0.01890077
## demo$ethnicity7 -0.107638568 -0.01355618 0.0285322152 0.013828507 -0.01355618
## demo$ethnicity8 -0.024012194 -0.01705000 -0.0276759234 -0.019286844 -0.01705000
## demo$ethnicity9 -0.029199888 -0.02805340 -0.0060890634 -0.015829430 -0.02805340
## 111 112 113 114
## (Intercept) 0.078840783 0.0917075301 0.151732633 0.175051504
## demo$ethnicity1 0.125414536 0.1767914128 0.180706392 0.180845932
## demo$ethnicity2 -0.011451974 0.0211327511 0.023623469 0.018122763
## demo$ethnicity3 -0.078840783 -0.0007984392 0.018999075 0.024948496
## demo$ethnicity4 -0.002058778 -0.0228038020 -0.019892001 -0.020126616
## demo$ethnicity5 -0.034681537 -0.0262540632 -0.006841831 -0.005589682
## demo$ethnicity6 -0.016116435 -0.0125541045 -0.022090412 -0.022918068
## demo$ethnicity7 0.037438287 -0.0660665045 -0.096177077 -0.089337219
## demo$ethnicity8 -0.019223332 -0.0343053747 -0.011547711 -0.018725948
## demo$ethnicity9 -0.013430583 -0.0259827144 -0.046096509 -0.039697969
## 115 116 117 118
## (Intercept) 0.2009856560 0.0917075301 0.078840783 0.111622346
## demo$ethnicity1 0.1795811456 0.1767914128 0.125414536 0.177192715
## demo$ethnicity2 0.0108333938 0.0211327511 -0.011451974 0.024814571
## demo$ethnicity3 0.0297835748 -0.0007984392 -0.078840783 0.004656724
## demo$ethnicity4 -0.0217912312 -0.0228038020 -0.002058778 -0.022719809
## demo$ethnicity5 -0.0004402836 -0.0262540632 -0.034681537 -0.021743971
## demo$ethnicity6 -0.0252063270 -0.0125541045 -0.016116435 -0.015873318
## demo$ethnicity7 -0.0833385972 -0.0660665045 0.037438287 -0.069517083
## demo$ethnicity8 -0.0276356142 -0.0343053747 -0.019223332 -0.027995972
## demo$ethnicity9 -0.0342617549 -0.0259827144 -0.013430583 -0.033183666
## 119 120 121 122
## (Intercept) 0.2684409432 0.0917075301 0.078840783 0.0917075301
## demo$ethnicity1 0.1654929907 0.1767914128 0.125414536 0.1767914128
## demo$ethnicity2 0.0233833811 0.0211327511 -0.011451974 0.0211327511
## demo$ethnicity3 0.0288563541 -0.0007984392 -0.078840783 -0.0007984392
## demo$ethnicity4 -0.0367764088 -0.0228038020 -0.002058778 -0.0228038020
## demo$ethnicity5 -0.0004711814 -0.0262540632 -0.034681537 -0.0262540632
## demo$ethnicity6 -0.0180046599 -0.0125541045 -0.016116435 -0.0125541045
## demo$ethnicity7 -0.0809409432 -0.0660665045 0.037438287 -0.0660665045
## demo$ethnicity8 -0.0110236329 -0.0343053747 -0.019223332 -0.0343053747
## demo$ethnicity9 -0.0334286582 -0.0259827144 -0.013430583 -0.0259827144
## 123 124 125 126
## (Intercept) 0.078840783 0.2009856560 0.109344515 0.078840783
## demo$ethnicity1 0.125414536 0.1795811456 0.147019121 0.125414536
## demo$ethnicity2 -0.011451974 0.0108333938 -0.008516314 -0.011451974
## demo$ethnicity3 -0.078840783 0.0297835748 -0.042677848 -0.078840783
## demo$ethnicity4 -0.002058778 -0.0217912312 -0.010389811 -0.002058778
## demo$ethnicity5 -0.034681537 -0.0004402836 -0.031616830 -0.034681537
## demo$ethnicity6 -0.016116435 -0.0252063270 -0.015114940 -0.016116435
## demo$ethnicity7 0.037438287 -0.0833385972 0.020655485 0.037438287
## demo$ethnicity8 -0.019223332 -0.0276356142 -0.060046658 -0.019223332
## demo$ethnicity9 -0.013430583 -0.0342617549 -0.003033004 -0.013430583
## 127 128 129 130 131
## (Intercept) 0.129698607 0.691638066 0.13258552 0.078840783 0.299647787
## demo$ethnicity1 0.121595511 0.077674103 0.17751901 0.125414536 0.163209355
## demo$ethnicity2 -0.038502984 0.010512472 0.01715474 -0.011451974 0.015048104
## demo$ethnicity3 -0.070875077 0.022647648 0.01027162 -0.078840783 0.033685546
## demo$ethnicity4 0.004760814 -0.021714492 -0.02272707 -0.002058778 -0.039570827
## demo$ethnicity5 -0.040102982 0.006100223 -0.01588024 -0.034681537 0.004969154
## demo$ethnicity6 -0.014069474 -0.008506837 -0.02194861 -0.016116435 -0.018904348
## demo$ethnicity7 0.044214437 -0.039464153 -0.06231525 0.037438287 -0.073841336
## demo$ethnicity8 -0.011719883 -0.008181276 -0.02139980 -0.019223332 -0.020643458
## demo$ethnicity9 -0.006234618 -0.013066637 -0.04085620 -0.013430583 -0.027377672
## 132 133 134 135
## (Intercept) 0.0917075301 0.129306869 0.0917075301 0.078840783
## demo$ethnicity1 0.1767914128 0.121987248 0.1767914128 0.125414536
## demo$ethnicity2 0.0211327511 -0.045658417 0.0211327511 -0.011451974
## demo$ethnicity3 -0.0007984392 -0.070483340 -0.0007984392 -0.078840783
## demo$ethnicity4 -0.0228038020 0.005152551 -0.0228038020 -0.002058778
## demo$ethnicity5 -0.0262540632 -0.036419064 -0.0262540632 -0.034681537
## demo$ethnicity6 -0.0125541045 -0.013677737 -0.0125541045 -0.016116435
## demo$ethnicity7 -0.0660665045 0.044606174 -0.0660665045 0.037438287
## demo$ethnicity8 -0.0343053747 -0.011328146 -0.0343053747 -0.019223332
## demo$ethnicity9 -0.0259827144 -0.005842880 -0.0259827144 -0.013430583
## 136 137 138 139 140
## (Intercept) 0.08695890 0.078840783 0.110477808 0.082126236 0.078840783
## demo$ethnicity1 0.16940473 0.125414536 0.178337253 0.155516277 0.125414536
## demo$ethnicity2 0.01386930 -0.011451974 0.014847998 0.007138149 -0.011451974
## demo$ethnicity3 -0.02029224 -0.078840783 0.005801262 -0.038647975 -0.078840783
## demo$ethnicity4 -0.01804679 -0.002058778 -0.021575271 -0.015145803 -0.002058778
## demo$ethnicity5 -0.03071492 -0.034681537 -0.020599434 -0.033687045 -0.034681537
## demo$ethnicity6 -0.01346077 -0.016116435 -0.017142054 -0.014638040 -0.016116435
## demo$ethnicity7 -0.03695890 0.037438287 -0.068372545 -0.008955504 0.037438287
## demo$ethnicity8 -0.03828048 -0.019223332 -0.026851434 -0.038690774 -0.019223332
## demo$ethnicity9 -0.02121222 -0.013430583 -0.032039128 -0.016431061 -0.013430583
## 141 142 143 144
## (Intercept) 0.2009856560 0.078840783 0.078840783 0.154483108
## demo$ethnicity1 0.1795811456 0.125414536 0.125414536 0.177955916
## demo$ethnicity2 0.0108333938 -0.011451974 -0.011451974 0.020872994
## demo$ethnicity3 0.0297835748 -0.078840783 -0.078840783 0.016248599
## demo$ethnicity4 -0.0217912312 -0.002058778 -0.002058778 -0.022642476
## demo$ethnicity5 -0.0004402836 -0.034681537 -0.034681537 -0.009592306
## demo$ethnicity6 -0.0252063270 -0.016116435 -0.016116435 -0.016269459
## demo$ethnicity7 -0.0833385972 0.037438287 0.037438287 -0.098927553
## demo$ethnicity8 -0.0276356142 -0.019223332 -0.019223332 -0.014298186
## demo$ethnicity9 -0.0342617549 -0.013430583 -0.013430583 -0.037082278
## 145 146 147 148
## (Intercept) 0.08695890 0.078840783 7.803425e-02 0.691638066
## demo$ethnicity1 0.16940473 0.125414536 1.416882e-01 0.077674103
## demo$ethnicity2 0.01386930 -0.011451974 9.102299e-05 0.010512472
## demo$ethnicity3 -0.02029224 -0.078840783 -5.675765e-02 0.022647648
## demo$ethnicity4 -0.01804679 -0.002058778 -8.915861e-03 -0.021714492
## demo$ethnicity5 -0.03071492 -0.034681537 -3.619957e-02 0.006100223
## demo$ethnicity6 -0.01346077 -0.016116435 -1.420790e-02 -0.008506837
## demo$ethnicity7 -0.03695890 0.037438287 1.720385e-02 -0.039464153
## demo$ethnicity8 -0.03828048 -0.019223332 -3.962692e-02 -0.008181276
## demo$ethnicity9 -0.02121222 -0.013430583 -1.245409e-02 -0.013066637
## 149 150 151 152
## (Intercept) 0.0917075301 0.164546721 0.078840783 0.078840783
## demo$ethnicity1 0.1767914128 0.167892303 0.125414536 0.125414536
## demo$ethnicity2 0.0211327511 0.010809381 -0.011451974 -0.011451974
## demo$ethnicity3 -0.0007984392 0.006184986 -0.078840783 -0.078840783
## demo$ethnicity4 -0.0228038020 -0.013739755 -0.002058778 -0.002058778
## demo$ethnicity5 -0.0262540632 -0.010292710 -0.034681537 -0.034681537
## demo$ethnicity6 -0.0125541045 -0.016941629 -0.016116435 -0.016116435
## demo$ethnicity7 -0.0660665045 -0.064546721 0.037438287 0.037438287
## demo$ethnicity8 -0.0343053747 -0.038017560 -0.019223332 -0.019223332
## demo$ethnicity9 -0.0259827144 -0.024570375 -0.013430583 -0.013430583
## 153 154 155 156
## (Intercept) 0.153792083 0.099348771 0.110002963 0.078840783
## demo$ethnicity1 0.178646941 0.157014865 0.178812098 0.125414536
## demo$ethnicity2 -0.001965393 0.012005745 0.015322843 -0.011451974
## demo$ethnicity3 0.016939624 -0.032682104 0.006276106 -0.078840783
## demo$ethnicity4 -0.021951451 -0.013298958 -0.021100426 -0.002058778
## demo$ethnicity5 -0.013839553 -0.030189934 -0.024802952 -0.034681537
## demo$ethnicity6 -0.018984007 -0.016777743 -0.011710216 -0.016116435
## demo$ethnicity7 -0.053792083 -0.009348771 -0.067897700 0.037438287
## demo$ethnicity8 -0.041677337 -0.037662219 -0.039709923 -0.019223332
## demo$ethnicity9 -0.024626548 -0.023845990 -0.020453172 -0.013430583
## 157 158 159 160
## (Intercept) 0.078840783 0.15567408 0.099348771 0.113958302
## demo$ethnicity1 0.125414536 0.17676494 0.157014865 0.122286596
## demo$ethnicity2 -0.011451974 0.03144672 0.012005745 -0.023983955
## demo$ethnicity3 -0.078840783 0.01505762 -0.032682104 -0.073958302
## demo$ethnicity4 -0.002058778 -0.02383345 -0.013298958 0.002097870
## demo$ethnicity5 -0.034681537 -0.01078328 -0.030189934 -0.038869517
## demo$ethnicity6 -0.016116435 -0.01491671 -0.016777743 -0.016398628
## demo$ethnicity7 0.037438287 -0.10011853 -0.009348771 0.041597253
## demo$ethnicity8 -0.019223332 -0.01548916 -0.037662219 -0.014610885
## demo$ethnicity9 -0.013430583 -0.03827325 -0.023845990 -0.009024025
## 161 162 163 164
## (Intercept) 0.0917075301 0.0917075301 7.803425e-02 3.045427e-01
## demo$ethnicity1 0.1767914128 0.1767914128 1.416882e-01 1.583144e-01
## demo$ethnicity2 0.0211327511 0.0211327511 9.102299e-05 2.394627e-02
## demo$ethnicity3 -0.0007984392 -0.0007984392 -5.675765e-02 2.879061e-02
## demo$ethnicity4 -0.0228038020 -0.0228038020 -8.915861e-03 -3.705835e-02
## demo$ethnicity5 -0.0262540632 -0.0262540632 -3.619957e-02 7.422143e-05
## demo$ethnicity6 -0.0125541045 -0.0125541045 -1.420790e-02 -1.682760e-02
## demo$ethnicity7 -0.0660665045 -0.0660665045 1.720385e-02 -7.873627e-02
## demo$ethnicity8 -0.0343053747 -0.0343053747 -3.962692e-02 -9.376775e-03
## demo$ethnicity9 -0.0259827144 -0.0259827144 -1.245409e-02 -3.227260e-02
## 165 166 167 168
## (Intercept) 0.0917075301 0.082055416 0.10871811 0.2684409432
## demo$ethnicity1 0.1767914128 0.137667064 0.15978083 0.1654929907
## demo$ethnicity2 0.0211327511 -0.003930144 0.01493298 0.0233833811
## demo$ethnicity3 -0.0007984392 -0.060778820 -0.01780902 0.0288563541
## demo$ethnicity4 -0.0228038020 -0.009072294 -0.01811904 -0.0367764088
## demo$ethnicity5 -0.0262540632 -0.032315600 -0.02155858 -0.0004711814
## demo$ethnicity6 -0.0125541045 -0.016232781 -0.01813631 -0.0180046599
## demo$ethnicity7 -0.0660665045 0.013182680 -0.04205144 -0.0809409432
## demo$ethnicity8 -0.0343053747 -0.019932671 -0.01257139 -0.0110236329
## demo$ethnicity9 -0.0259827144 -0.016475257 -0.03299330 -0.0334286582
## 169 170 171 172
## (Intercept) 0.0917075301 0.078840783 0.078840783 0.098137928
## demo$ethnicity1 0.1767914128 0.125414536 0.125414536 0.132925902
## demo$ethnicity2 0.0211327511 -0.011451974 -0.011451974 -0.006572648
## demo$ethnicity3 -0.0007984392 -0.078840783 -0.078840783 -0.064804595
## demo$ethnicity4 -0.0228038020 -0.002058778 -0.002058778 -0.002432887
## demo$ethnicity5 -0.0262540632 -0.034681537 -0.034681537 -0.035220331
## demo$ethnicity6 -0.0125541045 -0.016116435 -0.016116435 -0.015502581
## demo$ethnicity7 -0.0660665045 0.037438287 0.037438287 0.018141142
## demo$ethnicity8 -0.0343053747 -0.019223332 -0.019223332 -0.015321108
## demo$ethnicity9 -0.0259827144 -0.013430583 -0.013430583 -0.016061062
## 173 174 175 176
## (Intercept) 0.235485250 7.803425e-02 0.209412534 0.09049159
## demo$ethnicity1 0.171058135 1.416882e-01 0.171154268 0.15859932
## demo$ethnicity2 0.021669290 9.102299e-05 0.002406516 0.01033661
## demo$ethnicity3 0.027672645 -5.675765e-02 0.021356697 -0.02382493
## demo$ethnicity4 -0.030744525 -8.915861e-03 -0.023633747 -0.01734667
## demo$ethnicity5 -0.002152132 -3.619957e-02 -0.008867162 -0.02607284
## demo$ethnicity6 -0.020210356 -1.420790e-02 -0.024744316 -0.01490908
## demo$ethnicity7 -0.083970099 1.720385e-02 -0.044706652 -0.04049159
## demo$ethnicity8 -0.013675878 -3.962692e-02 -0.036062492 -0.01699355
## demo$ethnicity9 -0.035595107 -1.245409e-02 -0.030188633 -0.02474491
## 177 178 179 180
## (Intercept) 0.175051504 0.103521190 0.175051504 0.082560026
## demo$ethnicity1 0.180845932 0.172419613 0.180845932 0.155082486
## demo$ethnicity2 0.018122763 0.009319091 0.018122763 0.006704359
## demo$ethnicity3 0.024948496 -0.012612099 0.024948496 -0.039081765
## demo$ethnicity4 -0.020126616 -0.017258163 -0.020126616 -0.011445227
## demo$ethnicity5 -0.005589682 -0.029287235 -0.005589682 -0.034214798
## demo$ethnicity6 -0.022918068 -0.012593997 -0.022918068 -0.012883048
## demo$ethnicity7 -0.089337219 -0.036854523 -0.089337219 -0.009389294
## demo$ethnicity8 -0.018725948 -0.045793831 -0.018725948 -0.039124564
## demo$ethnicity9 -0.039697969 -0.016985564 -0.039697969 -0.016864851
## 181 182 183 184
## (Intercept) 0.078840783 0.175051504 7.803425e-02 7.803425e-02
## demo$ethnicity1 0.125414536 0.180845932 1.416882e-01 1.416882e-01
## demo$ethnicity2 -0.011451974 0.018122763 9.102299e-05 9.102299e-05
## demo$ethnicity3 -0.078840783 0.024948496 -5.675765e-02 -5.675765e-02
## demo$ethnicity4 -0.002058778 -0.020126616 -8.915861e-03 -8.915861e-03
## demo$ethnicity5 -0.034681537 -0.005589682 -3.619957e-02 -3.619957e-02
## demo$ethnicity6 -0.016116435 -0.022918068 -1.420790e-02 -1.420790e-02
## demo$ethnicity7 0.037438287 -0.089337219 1.720385e-02 1.720385e-02
## demo$ethnicity8 -0.019223332 -0.018725948 -3.962692e-02 -3.962692e-02
## demo$ethnicity9 -0.013430583 -0.039697969 -1.245409e-02 -1.245409e-02
## 185 186 187 188 189
## (Intercept) 0.078840783 0.078840783 0.08584036 0.128648642 0.078840783
## demo$ethnicity1 0.125414536 0.125414536 0.16325055 0.122645476 0.125414536
## demo$ethnicity2 -0.011451974 -0.011451974 0.01498784 -0.052407596 -0.011451974
## demo$ethnicity3 -0.078840783 -0.078840783 -0.01917369 -0.069825112 -0.078840783
## demo$ethnicity4 -0.002058778 -0.002058778 -0.02096865 0.005810779 -0.002058778
## demo$ethnicity5 -0.034681537 -0.034681537 -0.02959638 -0.035760836 -0.034681537
## demo$ethnicity6 -0.016116435 -0.016116435 -0.01458313 -0.013019510 -0.016116435
## demo$ethnicity7 0.037438287 0.037438287 -0.03584036 0.045264402 0.037438287
## demo$ethnicity8 -0.019223332 -0.019223332 -0.03716194 -0.010669918 -0.019223332
## demo$ethnicity9 -0.013430583 -0.013430583 -0.02009368 -0.005184653 -0.013430583
## 190 191 192 193 194
## (Intercept) 0.078840783 0.13210176 0.10283104 0.0917075301 0.082479612
## demo$ethnicity1 0.125414536 0.17800277 0.16566790 0.1767914128 0.137242868
## demo$ethnicity2 -0.011451974 0.01763850 0.01000924 0.0211327511 -0.004354340
## demo$ethnicity3 -0.078840783 0.01075538 -0.01192195 -0.0007984392 -0.061203016
## demo$ethnicity4 -0.002058778 -0.02224331 -0.01636633 -0.0228038020 -0.005456085
## demo$ethnicity5 -0.034681537 -0.02020128 -0.02870032 -0.0262540632 -0.032829583
## demo$ethnicity6 -0.016116435 -0.01637369 -0.01190385 -0.0125541045 -0.014517940
## demo$ethnicity7 0.037438287 -0.06183149 -0.03616437 -0.0660665045 0.012758484
## demo$ethnicity8 -0.019223332 -0.03459125 -0.04510368 -0.0343053747 -0.020356867
## demo$ethnicity9 -0.013430583 -0.02894387 -0.01629541 -0.0259827144 -0.016899453
## 195 196 197 198
## (Intercept) 0.0917075301 0.0917075301 0.092711156 0.209068381
## demo$ethnicity1 0.1767914128 0.1767914128 0.144931356 0.171498420
## demo$ethnicity2 0.0211327511 0.0211327511 -0.003446772 0.027750669
## demo$ethnicity3 -0.0007984392 -0.0007984392 -0.049232895 0.021700850
## demo$ethnicity4 -0.0228038020 -0.0228038020 -0.008996382 -0.029873956
## demo$ethnicity5 -0.0262540632 -0.0262540632 -0.035998757 -0.003294251
## demo$ethnicity6 -0.0125541045 -0.0125541045 -0.014010662 -0.020740033
## demo$ethnicity7 -0.0660665045 -0.0660665045 0.019483966 -0.091421322
## demo$ethnicity8 -0.0343053747 -0.0343053747 -0.048980382 -0.006088710
## demo$ethnicity9 -0.0259827144 -0.0259827144 -0.007235762 -0.042344480
## 199 200 201 202
## (Intercept) 0.111622346 0.111622346 0.078840783 0.078840783
## demo$ethnicity1 0.177192715 0.177192715 0.125414536 0.125414536
## demo$ethnicity2 0.024814571 0.024814571 -0.011451974 -0.011451974
## demo$ethnicity3 0.004656724 0.004656724 -0.078840783 -0.078840783
## demo$ethnicity4 -0.022719809 -0.022719809 -0.002058778 -0.002058778
## demo$ethnicity5 -0.021743971 -0.021743971 -0.034681537 -0.034681537
## demo$ethnicity6 -0.015873318 -0.015873318 -0.016116435 -0.016116435
## demo$ethnicity7 -0.069517083 -0.069517083 0.037438287 0.037438287
## demo$ethnicity8 -0.027995972 -0.027995972 -0.019223332 -0.019223332
## demo$ethnicity9 -0.033183666 -0.033183666 -0.013430583 -0.013430583
## 203 204 205 206
## (Intercept) 0.078840783 0.078840783 0.111068685 0.0917075301
## demo$ethnicity1 0.125414536 0.125414536 0.135768050 0.1767914128
## demo$ethnicity2 -0.011451974 -0.011451974 -0.012288404 0.0211327511
## demo$ethnicity3 -0.078840783 -0.078840783 -0.058007461 -0.0007984392
## demo$ethnicity4 -0.002058778 -0.002058778 -0.003260270 -0.0228038020
## demo$ethnicity5 -0.034681537 -0.034681537 -0.040227248 -0.0262540632
## demo$ethnicity6 -0.016116435 -0.016116435 -0.015010166 -0.0125541045
## demo$ethnicity7 0.037438287 0.037438287 0.025294951 -0.0660665045
## demo$ethnicity8 -0.019223332 -0.019223332 -0.031157252 -0.0343053747
## demo$ethnicity9 -0.013430583 -0.013430583 -0.009141247 -0.0259827144
## 207 208 209 210 211
## (Intercept) 0.085578457 0.08628419 0.078840783 0.08628419 0.0917075301
## demo$ethnicity1 0.144952944 0.16280672 0.125414536 0.16280672 0.1767914128
## demo$ethnicity2 0.003685927 0.01454401 -0.011451974 0.01454401 0.0211327511
## demo$ethnicity3 -0.042100197 -0.01961752 -0.078840783 -0.01961752 -0.0007984392
## demo$ethnicity4 -0.014463658 -0.01717967 -0.002058778 -0.01717967 -0.0228038020
## demo$ethnicity5 -0.029148245 -0.03013864 -0.034681537 -0.03013864 -0.0262540632
## demo$ethnicity6 -0.016050873 -0.01278606 -0.016116435 -0.01278606 -0.0125541045
## demo$ethnicity7 -0.012407726 -0.03628419 0.037438287 -0.03628419 -0.0660665045
## demo$ethnicity8 -0.017888043 -0.03760577 -0.019223332 -0.03760577 -0.0343053747
## demo$ethnicity9 -0.019883283 -0.02053750 -0.013430583 -0.02053750 -0.0259827144
## 212 213 214 215
## (Intercept) 0.081466280 0.175051504 0.082055416 0.078840783
## demo$ethnicity1 0.149065121 0.180845932 0.137667064 0.125414536
## demo$ethnicity2 0.007798105 0.018122763 -0.003930144 -0.011451974
## demo$ethnicity3 -0.037988019 0.024948496 -0.060778820 -0.078840783
## demo$ethnicity4 -0.014302098 -0.020126616 -0.009072294 -0.002058778
## demo$ethnicity5 -0.033121052 -0.005589682 -0.032315600 -0.034681537
## demo$ethnicity6 -0.013978084 -0.022918068 -0.016232781 -0.016116435
## demo$ethnicity7 -0.008295548 -0.089337219 0.013182680 0.037438287
## demo$ethnicity8 -0.038030818 -0.018725948 -0.019932671 -0.019223332
## demo$ethnicity9 -0.015771105 -0.039697969 -0.016475257 -0.013430583
## 216 217 218 219 220
## (Intercept) 0.078840783 0.078840783 0.10510111 0.145324271 0.078840783
## demo$ethnicity1 0.125414536 0.125414536 0.17083969 0.120437419 0.125414536
## demo$ethnicity2 -0.011451974 -0.011451974 0.01854998 -0.051177677 -0.011451974
## demo$ethnicity3 -0.078840783 -0.078840783 -0.01419202 -0.068401194 -0.078840783
## demo$ethnicity4 -0.002058778 -0.002058778 -0.01883809 0.006783752 -0.002058778
## demo$ethnicity5 -0.034681537 -0.034681537 -0.02630875 -0.037768333 -0.034681537
## demo$ethnicity6 -0.016116435 -0.016116435 -0.01665070 -0.013640165 -0.016116435
## demo$ethnicity7 0.037438287 0.037438287 -0.03843445 0.046165091 0.037438287
## demo$ethnicity8 -0.019223332 -0.019223332 -0.03436562 -0.009469929 -0.019223332
## demo$ethnicity9 -0.013430583 -0.013430583 -0.02937630 -0.004084955 -0.013430583
## 221 222 223 224
## (Intercept) 0.0917075301 0.078840783 0.085578457 0.092711156
## demo$ethnicity1 0.1767914128 0.125414536 0.144952944 0.144931356
## demo$ethnicity2 0.0211327511 -0.011451974 0.003685927 -0.003446772
## demo$ethnicity3 -0.0007984392 -0.078840783 -0.042100197 -0.049232895
## demo$ethnicity4 -0.0228038020 -0.002058778 -0.014463658 -0.008996382
## demo$ethnicity5 -0.0262540632 -0.034681537 -0.029148245 -0.035998757
## demo$ethnicity6 -0.0125541045 -0.016116435 -0.016050873 -0.014010662
## demo$ethnicity7 -0.0660665045 0.037438287 -0.012407726 0.019483966
## demo$ethnicity8 -0.0343053747 -0.019223332 -0.017888043 -0.048980382
## demo$ethnicity9 -0.0259827144 -0.013430583 -0.019883283 -0.007235762
## 225 226 227 228
## (Intercept) 0.299647787 0.12849450 0.09049159 0.0917075301
## demo$ethnicity1 0.163209355 0.18161003 0.15859932 0.1767914128
## demo$ethnicity2 0.015048104 0.02124576 0.01033661 0.0211327511
## demo$ethnicity3 0.033685546 0.01436265 -0.02382493 -0.0007984392
## demo$ethnicity4 -0.039570827 -0.01863605 -0.01734667 -0.0228038020
## demo$ethnicity5 0.004969154 -0.01178921 -0.02607284 -0.0262540632
## demo$ethnicity6 -0.018904348 -0.01765648 -0.01490908 -0.0125541045
## demo$ethnicity7 -0.073841336 -0.10146747 -0.04049159 -0.0660665045
## demo$ethnicity8 -0.020643458 -0.01730878 -0.01699355 -0.0343053747
## demo$ethnicity9 -0.027377672 -0.03676517 -0.02474491 -0.0259827144
## 229 230 231 232
## (Intercept) 0.0917075301 0.151732633 0.240357355 0.086672204
## demo$ethnicity1 0.1767914128 0.180706392 0.166186030 0.150970308
## demo$ethnicity2 0.0211327511 0.023623469 0.029700411 0.002592181
## demo$ethnicity3 -0.0007984392 0.018999075 0.022800539 -0.043193943
## demo$ethnicity4 -0.0228038020 -0.019892001 -0.035616630 -0.011606787
## demo$ethnicity5 -0.0262540632 -0.006841831 -0.001637032 -0.030241992
## demo$ethnicity6 -0.0125541045 -0.022090412 -0.018591589 -0.014955836
## demo$ethnicity7 -0.0660665045 -0.096177077 -0.088842204 -0.013501472
## demo$ethnicity8 -0.0343053747 -0.011547711 -0.003309888 -0.018981789
## demo$ethnicity9 -0.0259827144 -0.046096509 -0.040467213 -0.020977029
## 233 234 235 236 237
## (Intercept) 0.078840783 0.078840783 0.08584036 0.175051504 0.129910399
## demo$ethnicity1 0.125414536 0.125414536 0.16325055 0.180845932 0.121383719
## demo$ethnicity2 -0.011451974 -0.011451974 0.01498784 0.018122763 -0.038714776
## demo$ethnicity3 -0.078840783 -0.078840783 -0.01917369 0.024948496 -0.071086869
## demo$ethnicity4 -0.002058778 -0.002058778 -0.02096865 -0.020126616 0.004549022
## demo$ethnicity5 -0.034681537 -0.034681537 -0.02959638 -0.005589682 -0.037022593
## demo$ethnicity6 -0.016116435 -0.016116435 -0.01458313 -0.022918068 -0.016024186
## demo$ethnicity7 0.037438287 0.037438287 -0.03584036 -0.089337219 0.044002645
## demo$ethnicity8 -0.019223332 -0.019223332 -0.03716194 -0.018725948 -0.011931675
## demo$ethnicity9 -0.013430583 -0.013430583 -0.02009368 -0.039697969 -0.006446410
## 238 239 240 241
## (Intercept) 0.154485306 0.082479612 0.10441096 0.0917075301
## demo$ethnicity1 0.177953718 0.137242868 0.16408798 0.1767914128
## demo$ethnicity2 0.020870795 -0.004354340 0.01924013 0.0211327511
## demo$ethnicity3 0.016246401 -0.061203016 -0.01350187 -0.0007984392
## demo$ethnicity4 -0.022644675 -0.005456085 -0.01794626 -0.0228038020
## demo$ethnicity5 -0.009594505 -0.032829583 -0.02572184 -0.0262540632
## demo$ethnicity6 -0.016271658 -0.014517940 -0.01596055 -0.0125541045
## demo$ethnicity7 -0.098929751 0.012758484 -0.03774430 -0.0660665045
## demo$ethnicity8 -0.014300385 -0.020356867 -0.03367547 -0.0343053747
## demo$ethnicity9 -0.037084477 -0.016899453 -0.02868615 -0.0259827144
## 242 243 244 245
## (Intercept) 0.0917075301 0.145324271 0.078840783 0.13166998
## demo$ethnicity1 0.1767914128 0.120437419 0.125414536 0.17843455
## demo$ethnicity2 0.0211327511 -0.051177677 -0.011451974 0.00664171
## demo$ethnicity3 -0.0007984392 -0.068401194 -0.078840783 0.01118716
## demo$ethnicity4 -0.0228038020 0.006783752 -0.002058778 -0.02181153
## demo$ethnicity5 -0.0262540632 -0.037768333 -0.034681537 -0.01976950
## demo$ethnicity6 -0.0125541045 -0.013640165 -0.016116435 -0.01332753
## demo$ethnicity7 -0.0660665045 0.046165091 0.037438287 -0.06139971
## demo$ethnicity8 -0.0343053747 -0.009469929 -0.019223332 -0.04783469
## demo$ethnicity9 -0.0259827144 -0.004084955 -0.013430583 -0.01708351
## 246 247 248 249
## (Intercept) 0.149362882 0.10441096 0.0971087866 0.0917075301
## demo$ethnicity1 0.168546526 0.16408798 0.1234694447 0.1767914128
## demo$ethnicity2 0.011805949 0.01924013 -0.0143349078 0.0211327511
## demo$ethnicity3 -0.006505739 -0.01350187 -0.0767006233 -0.0007984392
## demo$ethnicity4 -0.021253260 -0.01794626 -0.0002603114 -0.0228038020
## demo$ethnicity5 -0.018616024 -0.02572184 -0.0371517031 -0.0262540632
## demo$ethnicity6 -0.020627389 -0.01596055 -0.0165871494 -0.0125541045
## demo$ethnicity7 -0.035849369 -0.03774430 0.0392548498 -0.0660665045
## demo$ethnicity8 -0.024142075 -0.03367547 -0.0171973534 -0.0343053747
## demo$ethnicity9 -0.035678672 -0.02868615 -0.0115078796 -0.0259827144
## 250 251 252 253
## (Intercept) 0.078840783 0.145324271 0.078840783 0.110002963
## demo$ethnicity1 0.125414536 0.120437419 0.125414536 0.178812098
## demo$ethnicity2 -0.011451974 -0.051177677 -0.011451974 0.015322843
## demo$ethnicity3 -0.078840783 -0.068401194 -0.078840783 0.006276106
## demo$ethnicity4 -0.002058778 0.006783752 -0.002058778 -0.021100426
## demo$ethnicity5 -0.034681537 -0.037768333 -0.034681537 -0.024802952
## demo$ethnicity6 -0.016116435 -0.013640165 -0.016116435 -0.011710216
## demo$ethnicity7 0.037438287 0.046165091 0.037438287 -0.067897700
## demo$ethnicity8 -0.019223332 -0.009469929 -0.019223332 -0.039709923
## demo$ethnicity9 -0.013430583 -0.004084955 -0.013430583 -0.020453172
## 254 255 256 257
## (Intercept) 0.145324271 0.0917075301 0.204369979 0.078840783
## demo$ethnicity1 0.120437419 0.1767914128 0.176196823 0.125414536
## demo$ethnicity2 -0.051177677 0.0211327511 0.019949071 -0.011451974
## demo$ethnicity3 -0.068401194 -0.0007984392 0.026399252 -0.078840783
## demo$ethnicity4 0.006783752 -0.0228038020 -0.025175554 -0.002058778
## demo$ethnicity5 -0.037768333 -0.0262540632 -0.003824606 -0.034681537
## demo$ethnicity6 -0.013640165 -0.0125541045 -0.022316140 -0.016116435
## demo$ethnicity7 0.046165091 -0.0660665045 -0.086722920 0.037438287
## demo$ethnicity8 -0.009469929 -0.0343053747 -0.016205122 -0.019223332
## demo$ethnicity9 -0.004084955 -0.0259827144 -0.037646078 -0.013430583
## 258 259 260 261
## (Intercept) 0.299647787 0.0917075301 0.299647787 0.081466280
## demo$ethnicity1 0.163209355 0.1767914128 0.163209355 0.149065121
## demo$ethnicity2 0.015048104 0.0211327511 0.015048104 0.007798105
## demo$ethnicity3 0.033685546 -0.0007984392 0.033685546 -0.037988019
## demo$ethnicity4 -0.039570827 -0.0228038020 -0.039570827 -0.014302098
## demo$ethnicity5 0.004969154 -0.0262540632 0.004969154 -0.033121052
## demo$ethnicity6 -0.018904348 -0.0125541045 -0.018904348 -0.013978084
## demo$ethnicity7 -0.073841336 -0.0660665045 -0.073841336 -0.008295548
## demo$ethnicity8 -0.020643458 -0.0343053747 -0.020643458 -0.038030818
## demo$ethnicity9 -0.027377672 -0.0259827144 -0.027377672 -0.015771105
## 262 263 264 265
## (Intercept) 0.2684409432 0.2684409432 0.078840783 0.078840783
## demo$ethnicity1 0.1654929907 0.1654929907 0.125414536 0.125414536
## demo$ethnicity2 0.0233833811 0.0233833811 -0.011451974 -0.011451974
## demo$ethnicity3 0.0288563541 0.0288563541 -0.078840783 -0.078840783
## demo$ethnicity4 -0.0367764088 -0.0367764088 -0.002058778 -0.002058778
## demo$ethnicity5 -0.0004711814 -0.0004711814 -0.034681537 -0.034681537
## demo$ethnicity6 -0.0180046599 -0.0180046599 -0.016116435 -0.016116435
## demo$ethnicity7 -0.0809409432 -0.0809409432 0.037438287 0.037438287
## demo$ethnicity8 -0.0110236329 -0.0110236329 -0.019223332 -0.019223332
## demo$ethnicity9 -0.0334286582 -0.0334286582 -0.013430583 -0.013430583
## 266 267 268 269
## (Intercept) 0.078840783 0.0917075301 0.078840783 0.115808977
## demo$ethnicity1 0.125414536 0.1767914128 0.125414536 0.160131827
## demo$ethnicity2 -0.011451974 0.0211327511 -0.011451974 -0.002968695
## demo$ethnicity3 -0.078840783 -0.0007984392 -0.078840783 -0.024899886
## demo$ethnicity4 -0.002058778 -0.0228038020 -0.002058778 -0.011984974
## demo$ethnicity5 -0.034681537 -0.0262540632 -0.034681537 -0.028339369
## demo$ethnicity6 -0.016116435 -0.0125541045 -0.016116435 -0.013108017
## demo$ethnicity7 0.037438287 -0.0660665045 0.037438287 -0.008116669
## demo$ethnicity8 -0.019223332 -0.0343053747 -0.019223332 -0.057756415
## demo$ethnicity9 -0.013430583 -0.0259827144 -0.013430583 -0.008462539
## 270 271 272 273 274
## (Intercept) 0.10237670 7.803425e-02 0.299647787 0.078840783 0.13210176
## demo$ethnicity1 0.16612225 1.416882e-01 0.163209355 0.125414536 0.17800277
## demo$ethnicity2 0.01046358 9.102299e-05 0.015048104 -0.011451974 0.01763850
## demo$ethnicity3 -0.01146761 -5.675765e-02 0.033685546 -0.078840783 0.01075538
## demo$ethnicity4 -0.02024804 -8.915861e-03 -0.039570827 -0.002058778 -0.02224331
## demo$ethnicity5 -0.02814274 -3.619957e-02 0.004969154 -0.034681537 -0.02020128
## demo$ethnicity6 -0.01374506 -1.420790e-02 -0.018904348 -0.016116435 -0.01637369
## demo$ethnicity7 -0.03571003 1.720385e-02 -0.073841336 0.037438287 -0.06183149
## demo$ethnicity8 -0.04464934 -3.962692e-02 -0.020643458 -0.019223332 -0.03459125
## demo$ethnicity9 -0.01584107 -1.245409e-02 -0.027377672 -0.013430583 -0.02894387
## 275 276 277 278
## (Intercept) 7.803425e-02 0.078840783 0.203909519 0.12801073
## demo$ethnicity1 1.416882e-01 0.125414536 0.176657283 0.18209380
## demo$ethnicity2 9.102299e-05 -0.011451974 0.007909531 0.02172953
## demo$ethnicity3 -5.675765e-02 -0.078840783 0.026859712 0.01484641
## demo$ethnicity4 -8.915861e-03 -0.002058778 -0.024715094 -0.01815228
## demo$ethnicity5 -3.619957e-02 -0.034681537 -0.003364147 -0.01611025
## demo$ethnicity6 -1.420790e-02 -0.016116435 -0.019003630 -0.01208156
## demo$ethnicity7 1.720385e-02 0.037438287 -0.086262460 -0.10098371
## demo$ethnicity8 -3.962692e-02 -0.019223332 -0.030559477 -0.03050023
## demo$ethnicity9 -1.245409e-02 -0.013430583 -0.024685618 -0.02485284
## 279 280 281 282
## (Intercept) 0.232021842 0.130924662 0.078840783 0.078840783
## demo$ethnicity1 0.174521543 0.179179868 0.125414536 0.125414536
## demo$ethnicity2 0.012229472 0.007387026 -0.011451974 -0.011451974
## demo$ethnicity3 0.031136052 0.011932481 -0.078840783 -0.078840783
## demo$ethnicity4 -0.027281117 -0.021066213 -0.002058778 -0.002058778
## demo$ethnicity5 0.001311276 -0.019024181 -0.034681537 -0.034681537
## demo$ethnicity6 -0.023237820 -0.017673375 -0.016116435 -0.016116435
## demo$ethnicity7 -0.080506691 -0.060654392 0.037438287 0.037438287
## demo$ethnicity8 -0.025450565 -0.033414156 -0.019223332 -0.019223332
## demo$ethnicity9 -0.032131699 -0.027766767 -0.013430583 -0.013430583
## 283 284 285 286 287
## (Intercept) 0.082560026 0.08628419 0.082126236 0.145324271 0.082560026
## demo$ethnicity1 0.155082486 0.16280672 0.155516277 0.120437419 0.155082486
## demo$ethnicity2 0.006704359 0.01454401 0.007138149 -0.051177677 0.006704359
## demo$ethnicity3 -0.039081765 -0.01961752 -0.038647975 -0.068401194 -0.039081765
## demo$ethnicity4 -0.011445227 -0.01717967 -0.015145803 0.006783752 -0.011445227
## demo$ethnicity5 -0.034214798 -0.03013864 -0.033687045 -0.037768333 -0.034214798
## demo$ethnicity6 -0.012883048 -0.01278606 -0.014638040 -0.013640165 -0.012883048
## demo$ethnicity7 -0.009389294 -0.03628419 -0.008955504 0.046165091 -0.009389294
## demo$ethnicity8 -0.039124564 -0.03760577 -0.038690774 -0.009469929 -0.039124564
## demo$ethnicity9 -0.016864851 -0.02053750 -0.016431061 -0.004084955 -0.016864851
## 288 289 290 291 292
## (Intercept) 0.112273093 0.129698607 0.078840783 0.078840783 0.08695890
## demo$ethnicity1 0.123971805 0.121595511 0.125414536 0.125414536 0.16940473
## demo$ethnicity2 -0.045230531 -0.038502984 -0.011451974 -0.011451974 0.01386930
## demo$ethnicity3 -0.072273093 -0.070875077 -0.078840783 -0.078840783 -0.02029224
## demo$ethnicity4 0.003783080 0.004760814 -0.002058778 -0.002058778 -0.01804679
## demo$ethnicity5 -0.033830011 -0.040102982 -0.034681537 -0.034681537 -0.03071492
## demo$ethnicity6 -0.012937614 -0.014069474 -0.016116435 -0.016116435 -0.01346077
## demo$ethnicity7 0.043282462 0.044214437 0.037438287 0.037438287 -0.03695890
## demo$ethnicity8 -0.012925676 -0.011719883 -0.019223332 -0.019223332 -0.03828048
## demo$ethnicity9 -0.007338816 -0.006234618 -0.013430583 -0.013430583 -0.02121222
## 293 294 295 296
## (Intercept) 0.082055416 0.111622346 0.086012248 0.0917075301
## demo$ethnicity1 0.137667064 0.177192715 0.144519153 0.1767914128
## demo$ethnicity2 -0.003930144 0.024814571 0.003252137 0.0211327511
## demo$ethnicity3 -0.060778820 0.004656724 -0.042533987 -0.0007984392
## demo$ethnicity4 -0.009072294 -0.022719809 -0.010763081 -0.0228038020
## demo$ethnicity5 -0.032315600 -0.021743971 -0.029675999 -0.0262540632
## demo$ethnicity6 -0.016232781 -0.015873318 -0.014295881 -0.0125541045
## demo$ethnicity7 0.013182680 -0.069517083 -0.012841516 -0.0660665045
## demo$ethnicity8 -0.019932671 -0.027995972 -0.018321833 -0.0343053747
## demo$ethnicity9 -0.016475257 -0.033183666 -0.020317073 -0.0259827144
## 297 298 299 300
## (Intercept) 0.145324271 0.086012248 0.0971087866 0.078840783
## demo$ethnicity1 0.120437419 0.144519153 0.1234694447 0.125414536
## demo$ethnicity2 -0.051177677 0.003252137 -0.0143349078 -0.011451974
## demo$ethnicity3 -0.068401194 -0.042533987 -0.0767006233 -0.078840783
## demo$ethnicity4 0.006783752 -0.010763081 -0.0002603114 -0.002058778
## demo$ethnicity5 -0.037768333 -0.029675999 -0.0371517031 -0.034681537
## demo$ethnicity6 -0.013640165 -0.014295881 -0.0165871494 -0.016116435
## demo$ethnicity7 0.046165091 -0.012841516 0.0392548498 0.037438287
## demo$ethnicity8 -0.009469929 -0.018321833 -0.0171973534 -0.019223332
## demo$ethnicity9 -0.004084955 -0.020317073 -0.0115078796 -0.013430583
## 301 302 303 304
## (Intercept) 0.0917075301 0.078840783 0.12967159 0.103987383
## demo$ethnicity1 0.1767914128 0.125414536 0.18043294 0.171953420
## demo$ethnicity2 0.0211327511 -0.011451974 0.03149724 0.008852898
## demo$ethnicity3 -0.0007984392 -0.078840783 0.01318555 -0.013078293
## demo$ethnicity4 -0.0228038020 -0.002058778 -0.01981315 -0.017724356
## demo$ethnicity5 -0.0262540632 -0.034681537 -0.01296631 -0.025195024
## demo$ethnicity6 -0.0125541045 -0.016116435 -0.01635680 -0.017889912
## demo$ethnicity7 -0.0660665045 0.037438287 -0.10264457 -0.037320717
## demo$ethnicity8 -0.0343053747 -0.019223332 -0.01848587 -0.033251895
## demo$ethnicity9 -0.0259827144 -0.013430583 -0.03794227 -0.028262568
## 305 306 307 308
## (Intercept) 0.114664484 7.803425e-02 0.231998962 0.236346252
## demo$ethnicity1 0.153834459 1.416882e-01 0.174544423 0.170197134
## demo$ethnicity2 -0.001824203 9.102299e-05 0.012252352 0.020808289
## demo$ethnicity3 -0.023755393 -5.675765e-02 0.031158932 0.026811643
## demo$ethnicity4 -0.014974848 -8.915861e-03 -0.027258237 -0.031605526
## demo$ethnicity5 -0.027194876 -3.619957e-02 0.001334156 -0.003013134
## demo$ethnicity6 -0.014259076 -1.420790e-02 -0.023214940 -0.015362015
## demo$ethnicity7 -0.006972176 1.720385e-02 -0.080483811 -0.084831100
## demo$ethnicity8 -0.056611922 -3.962692e-02 -0.025427685 -0.029774975
## demo$ethnicity9 -0.007318046 -1.245409e-02 -0.032108819 -0.023552883
## 309 310 311 312
## (Intercept) 0.130924662 0.107638568 0.078840783 0.2314252544
## demo$ethnicity1 0.179179868 0.181176493 0.125414536 0.1491415473
## demo$ethnicity2 0.007387026 0.028798349 -0.011451974 0.0178937955
## demo$ethnicity3 0.011932481 0.008640502 -0.078840783 -0.0006560236
## demo$ethnicity4 -0.021066213 -0.018736031 -0.002058778 -0.0275171936
## demo$ethnicity5 -0.019024181 -0.017760194 -0.034681537 -0.0009215616
## demo$ethnicity6 -0.017673375 -0.011698762 -0.016116435 -0.0209613529
## demo$ethnicity7 -0.060654392 -0.107638568 0.037438287 -0.0667193720
## demo$ethnicity8 -0.033414156 -0.024012194 -0.019223332 0.0156424148
## demo$ethnicity9 -0.027766767 -0.029199888 -0.013430583 -0.0407727818
##
## $f.perms
## [,1]
## [1,] 1.2796853
## [2,] 0.9549210
## [3,] 0.9266025
## [4,] 0.7004370
## [5,] 2.9463421
## [6,] 0.5211369
## [7,] 2.3967157
## [8,] 0.5102878
## [9,] 1.0852358
## [10,] 0.7274931
## [11,] 0.9041000
## [12,] 2.1548654
## [13,] 0.2387435
## [14,] 0.9013533
## [15,] 0.6665139
## [16,] 1.2013514
## [17,] 0.7301387
## [18,] 0.4175517
## [19,] 0.2296000
## [20,] 0.5424586
## [21,] 1.7243073
## [22,] 0.4039411
## [23,] 0.6952523
## [24,] 0.4032672
## [25,] 0.5980508
## [26,] 0.8665327
## [27,] 0.5749003
## [28,] 1.0290020
## [29,] 0.4420064
## [30,] 0.1160461
## [31,] 0.5525948
## [32,] 0.7510655
## [33,] 1.3290285
## [34,] 0.3647247
## [35,] 1.1598610
## [36,] 0.7629660
## [37,] 0.5999266
## [38,] 2.9441810
## [39,] 0.6129042
## [40,] 1.5267987
## [41,] 1.0265874
## [42,] 0.9552756
## [43,] 0.6067218
## [44,] 1.2252773
## [45,] 1.6360266
## [46,] 1.0886467
## [47,] 0.9333427
## [48,] 0.6439359
## [49,] 0.4553523
## [50,] 0.3925265
## [51,] 4.0125301
## [52,] 0.3541673
## [53,] 1.1242357
## [54,] 0.6969750
## [55,] 0.5022332
## [56,] 0.6579350
## [57,] 0.5048078
## [58,] 0.4031449
## [59,] 0.7177048
## [60,] 0.6360473
## [61,] 0.1343944
## [62,] 0.2439395
## [63,] 0.9510035
## [64,] 0.3865339
## [65,] 1.5028528
## [66,] 0.6775910
## [67,] 0.7874901
## [68,] 0.3909714
## [69,] 2.5292816
## [70,] 1.4657279
## [71,] 0.6778876
## [72,] 0.8406858
## [73,] 0.5464866
## [74,] 1.5257704
## [75,] 1.2341922
## [76,] 1.7576714
## [77,] 0.8816532
## [78,] 0.6032060
## [79,] 0.5841293
## [80,] 1.2941909
## [81,] 0.6388709
## [82,] 2.4077456
## [83,] 0.4392997
## [84,] 0.3542735
## [85,] 1.2195791
## [86,] 0.4783078
## [87,] 0.6706096
## [88,] 0.6951786
## [89,] 1.0551673
## [90,] 2.0320442
## [91,] 0.7697692
## [92,] 1.2270310
## [93,] 1.3005247
## [94,] 0.9630458
## [95,] 0.5935119
## [96,] 0.9253218
## [97,] 1.5050254
## [98,] 0.4838733
## [99,] 2.1848227
## [100,] 2.6183463
## [101,] 0.6756078
## [102,] 1.3675163
## [103,] 0.8952035
## [104,] 1.4752687
## [105,] 1.2844582
## [106,] 0.2692034
## [107,] 0.3665171
## [108,] 2.0242867
## [109,] 0.5369982
## [110,] 0.4824041
## [111,] 1.2566348
## [112,] 0.3582208
## [113,] 0.9299734
## [114,] 0.4365090
## [115,] 3.0724866
## [116,] 1.0674751
## [117,] 0.8331570
## [118,] 0.4782455
## [119,] 0.5002083
## [120,] 0.1922583
## [121,] 0.3544693
## [122,] 1.4433107
## [123,] 1.1060117
## [124,] 0.6281024
## [125,] 1.1447643
## [126,] 0.3588557
## [127,] 0.5758312
## [128,] 0.5345449
## [129,] 0.6288988
## [130,] 1.0781965
## [131,] 1.1673462
## [132,] 0.5947785
## [133,] 0.4283359
## [134,] 0.6209106
## [135,] 0.2489739
## [136,] 1.0116412
## [137,] 0.3516534
## [138,] 1.2458348
## [139,] 1.7572569
## [140,] 0.4364392
## [141,] 0.7519128
## [142,] 1.3547077
## [143,] 1.5192123
## [144,] 1.1048474
## [145,] 1.0472317
## [146,] 0.8360137
## [147,] 0.6581910
## [148,] 0.6357439
## [149,] 0.7700749
## [150,] 0.4919960
## [151,] 1.2631576
## [152,] 0.2929988
## [153,] 4.0461113
## [154,] 4.5328322
## [155,] 0.8823059
## [156,] 1.4847046
## [157,] 0.7476419
## [158,] 1.2262192
## [159,] 0.2348856
## [160,] 0.1595788
## [161,] 0.3687342
## [162,] 2.1706578
## [163,] 0.9026734
## [164,] 1.2673476
## [165,] 0.9602936
## [166,] 0.9058175
## [167,] 0.7144267
## [168,] 0.6022343
## [169,] 1.0278046
## [170,] 0.6941174
## [171,] 0.5058669
## [172,] 0.3157572
## [173,] 5.4099006
## [174,] 0.6535945
## [175,] 0.5939856
## [176,] 0.1570583
## [177,] 0.6135702
## [178,] 1.0676263
## [179,] 0.4481707
## [180,] 0.6398151
## [181,] 2.6144806
## [182,] 0.4526878
## [183,] 0.6294131
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## [185,] 0.5371311
## [186,] 0.2720768
## [187,] 1.2041572
## [188,] 0.5540872
## [189,] 0.6218545
## [190,] 0.3421369
## [191,] 0.3374441
## [192,] 1.0250974
## [193,] 1.2920734
## [194,] 0.4690379
## [195,] 1.7162864
## [196,] 0.7176266
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## [205,] 0.3707078
## [206,] 0.4492675
## [207,] 0.4784259
## [208,] 0.8835974
## [209,] 0.5255900
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## [220,] 0.9727839
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## [225,] 1.7275812
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## [228,] 0.5301847
## [229,] 0.5677257
## [230,] 2.6756291
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## [232,] 1.1719321
## [233,] 1.3239802
## [234,] 1.7502791
## [235,] 0.3481498
## [236,] 0.3940777
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## [238,] 0.3966720
## [239,] 1.1876137
## [240,] 2.3199951
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## [250,] 1.0847327
## [251,] 0.8734881
## [252,] 0.8961030
## [253,] 1.0941691
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## [255,] 0.4935935
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## [300,] 0.7800883
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## [321,] 1.4756363
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## [342,] 0.9232098
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## [344,] 0.9828446
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## [346,] 0.9161183
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## [348,] 1.7304954
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## [356,] 0.8759728
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## [358,] 1.1148346
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## [360,] 0.6711633
## [361,] 0.7667436
## [362,] 3.8753415
## [363,] 1.2257074
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## [365,] 1.3312797
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## [372,] 0.6992353
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## [381,] 0.4481321
## [382,] 0.3665847
## [383,] 1.6638778
## [384,] 1.1534820
## [385,] 4.2495197
## [386,] 4.9777691
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## [388,] 0.6891465
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## [391,] 3.7756082
## [392,] 0.4231052
## [393,] 0.9267588
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## [395,] 0.6252720
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## [402,] 0.6800243
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## [405,] 1.6268016
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## [407,] 0.2113252
## [408,] 0.6804795
## [409,] 0.8010817
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## [411,] 1.3685938
## [412,] 0.3863267
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## [414,] 1.5649182
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## [416,] 0.3184842
## [417,] 0.2948865
## [418,] 1.2026880
## [419,] 0.4240884
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## [421,] 1.3143997
## [422,] 0.4415477
## [423,] 0.3050892
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## [425,] 0.1449934
## [426,] 1.0106923
## [427,] 1.2268860
## [428,] 0.6115327
## [429,] 1.2657137
## [430,] 0.7000342
## [431,] 0.3539139
## [432,] 0.2381052
## [433,] 0.4029430
## [434,] 0.3619946
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## [465,] 0.8844481
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## [467,] 0.4309912
## [468,] 0.6856741
## [469,] 1.2275709
## [470,] 1.3958407
## [471,] 1.5362857
## [472,] 1.1610810
## [473,] 0.2683675
## [474,] 0.4569897
## [475,] 0.4901249
## [476,] 1.9565981
## [477,] 0.7476050
## [478,] 1.1143814
## [479,] 0.6766222
## [480,] 0.6673478
## [481,] 0.5184605
## [482,] 1.8819363
## [483,] 9.8988758
## [484,] 0.5559644
## [485,] 2.2135103
## [486,] 1.5675246
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## [504,] 0.9503577
## [505,] 0.8265662
## [506,] 1.0439671
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## [509,] 0.2744116
## [510,] 0.7323707
## [511,] 0.6680508
## [512,] 5.2763350
## [513,] 0.4677086
## [514,] 0.8650951
## [515,] 8.5085082
## [516,] 0.4977520
## [517,] 0.2470956
## [518,] 0.7256049
## [519,] 0.7474675
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## [521,] 0.5710801
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## [535,] 0.3351035
## [536,] 1.4559743
## [537,] 0.7063298
## [538,] 2.1274130
## [539,] 0.7352318
## [540,] 0.8968876
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## [542,] 1.5504176
## [543,] 1.4990625
## [544,] 0.8290392
## [545,] 0.3750167
## [546,] 0.7756068
## [547,] 2.4932010
## [548,] 2.9640207
## [549,] 0.3354499
## [550,] 0.7792241
## [551,] 0.9427718
## [552,] 0.3002183
## [553,] 0.6233060
## [554,] 0.6142928
## [555,] 1.1236553
## [556,] 0.4746471
## [557,] 0.8336775
## [558,] 0.7229271
## [559,] 0.3737924
## [560,] 0.4946830
## [561,] 1.1035247
## [562,] 0.7199765
## [563,] 0.7055581
## [564,] 0.5464722
## [565,] 0.6828555
## [566,] 0.5363833
## [567,] 0.6951826
## [568,] 0.3211313
## [569,] 0.3417158
## [570,] 0.6059335
## [571,] 4.4548532
## [572,] 0.5170670
## [573,] 0.6461799
## [574,] 1.3694469
## [575,] 0.6899687
## [576,] 1.3546440
## [577,] 0.7555275
## [578,] 0.3105317
## [579,] 0.6322282
## [580,] 0.3986190
## [581,] 0.9876663
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## [583,] 0.6695198
## [584,] 1.1640101
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## [586,] 0.7412724
## [587,] 1.1061797
## [588,] 1.4163293
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## [594,] 0.5873072
## [595,] 0.5461034
## [596,] 0.6773307
## [597,] 0.7688922
## [598,] 0.5653657
## [599,] 1.2073729
## [600,] 0.9680132
## [601,] 0.3259767
## [602,] 0.6411451
## [603,] 0.7810722
## [604,] 0.5248340
## [605,] 0.5389667
## [606,] 0.4011512
## [607,] 1.2300347
## [608,] 0.3801495
## [609,] 0.5346477
## [610,] 0.7274718
## [611,] 1.2332125
## [612,] 0.7062021
## [613,] 1.1485780
## [614,] 0.3383471
## [615,] 0.6037342
## [616,] 0.8290951
## [617,] 0.6712468
## [618,] 0.9191170
## [619,] 0.4439858
## [620,] 2.0757573
## [621,] 0.4319918
## [622,] 2.3078113
## [623,] 1.8477875
## [624,] 1.0319820
## [625,] 0.3047817
## [626,] 1.1453767
## [627,] 3.2227136
## [628,] 0.5647453
## [629,] 0.4075563
## [630,] 0.2915027
## [631,] 4.2836142
## [632,] 0.9598826
## [633,] 0.6820636
## [634,] 0.7460601
## [635,] 0.5956755
## [636,] 0.5083697
## [637,] 0.6443528
## [638,] 1.2055491
## [639,] 1.4764520
## [640,] 0.7223927
## [641,] 0.3126940
## [642,] 0.4296478
## [643,] 1.2149618
## [644,] 0.6891668
## [645,] 1.1843096
## [646,] 0.9796388
## [647,] 1.7309792
## [648,] 1.0009121
## [649,] 0.4452589
## [650,] 0.5173755
## [651,] 1.9697357
## [652,] 0.9854255
## [653,] 1.6245656
## [654,] 1.6883803
## [655,] 0.2826038
## [656,] 0.6509716
## [657,] 0.5641249
## [658,] 0.9154022
## [659,] 0.6860489
## [660,] 0.5155489
## [661,] 0.3399962
## [662,] 0.8775270
## [663,] 0.6484534
## [664,] 0.2128590
## [665,] 0.4743630
## [666,] 3.8411110
## [667,] 1.2918970
## [668,] 0.4152340
## [669,] 1.1865583
## [670,] 1.3338625
## [671,] 1.1830951
## [672,] 0.8859780
## [673,] 1.4612004
## [674,] 0.3957891
## [675,] 0.5320343
## [676,] 1.2171979
## [677,] 0.8202818
## [678,] 1.8112332
## [679,] 1.2057443
## [680,] 0.8124632
## [681,] 1.4191936
## [682,] 0.3210769
## [683,] 0.6887754
## [684,] 1.8379855
## [685,] 1.8460506
## [686,] 2.6690938
## [687,] 1.4059050
## [688,] 0.6355668
## [689,] 1.6866968
## [690,] 0.4282613
## [691,] 0.6501442
## [692,] 0.5306063
## [693,] 0.3325781
## [694,] 0.6575495
## [695,] 1.2566824
## [696,] 0.6194675
## [697,] 0.4133080
## [698,] 0.4861788
## [699,] 0.3442672
## [700,] 1.4270459
## [701,] 1.6138142
## [702,] 0.2834626
## [703,] 0.7855282
## [704,] 1.0697863
## [705,] 0.4855166
## [706,] 0.9079950
## [707,] 0.2888232
## [708,] 0.7187228
## [709,] 0.4132840
## [710,] 0.8263529
## [711,] 0.3567297
## [712,] 1.8464710
## [713,] 0.7318521
## [714,] 0.9258318
## [715,] 0.8993891
## [716,] 0.5763474
## [717,] 0.2561895
## [718,] 1.0136905
## [719,] 1.9175016
## [720,] 5.0438974
## [721,] 1.7502446
## [722,] 0.9538233
## [723,] 0.3017739
## [724,] 0.4002923
## [725,] 1.1074633
## [726,] 0.8150452
## [727,] 0.4815806
## [728,] 1.7770829
## [729,] 0.3499176
## [730,] 0.3386180
## [731,] 0.4021776
## [732,] 1.0457193
## [733,] 0.5609249
## [734,] 1.4159231
## [735,] 0.3910085
## [736,] 0.7504029
## [737,] 0.6564454
## [738,] 1.3664446
## [739,] 0.4960471
## [740,] 0.2282638
## [741,] 0.8949671
## [742,] 0.5433794
## [743,] 0.4246750
## [744,] 0.2962701
## [745,] 0.9813817
## [746,] 0.5352855
## [747,] 1.3685501
## [748,] 0.5165450
## [749,] 1.4604487
## [750,] 0.6516865
## [751,] 0.5988835
## [752,] 0.8030762
## [753,] 0.8889839
## [754,] 0.5432300
## [755,] 0.5440631
## [756,] 0.5847528
## [757,] 1.7598911
## [758,] 0.7673993
## [759,] 1.5626409
## [760,] 0.3475461
## [761,] 1.1206357
## [762,] 0.3996760
## [763,] 0.4450491
## [764,] 0.8754218
## [765,] 0.4017347
## [766,] 0.2937451
## [767,] 0.3063123
## [768,] 0.7854179
## [769,] 0.3681221
## [770,] 3.4839500
## [771,] 1.3033802
## [772,] 0.3621339
## [773,] 0.6282605
## [774,] 0.8916999
## [775,] 0.6473178
## [776,] 0.2393082
## [777,] 0.6993810
## [778,] 0.3853808
## [779,] 0.8579267
## [780,] 0.9550103
## [781,] 2.2960991
## [782,] 3.0089537
## [783,] 0.8630006
## [784,] 0.2693161
## [785,] 1.0652333
## [786,] 1.0426787
## [787,] 0.4906391
## [788,] 0.4693064
## [789,] 0.2206403
## [790,] 1.0020989
## [791,] 0.4156109
## [792,] 2.3488006
## [793,] 1.7498935
## [794,] 1.4225873
## [795,] 0.7027308
## [796,] 0.5506958
## [797,] 0.3483683
## [798,] 0.6396376
## [799,] 0.4674638
## [800,] 0.3642377
## [801,] 0.5443324
## [802,] 0.5851828
## [803,] 1.0229217
## [804,] 2.0486051
## [805,] 0.6888942
## [806,] 0.5506391
## [807,] 1.3579863
## [808,] 2.0252559
## [809,] 4.2966328
## [810,] 0.5603119
## [811,] 0.4615292
## [812,] 2.5135132
## [813,] 0.6684459
## [814,] 0.7296465
## [815,] 1.4437628
## [816,] 1.4196332
## [817,] 0.4609820
## [818,] 0.6391979
## [819,] 0.7278160
## [820,] 9.9914593
## [821,] 0.9081933
## [822,] 1.3431563
## [823,] 0.5460064
## [824,] 0.5022662
## [825,] 0.5922803
## [826,] 0.3946253
## [827,] 1.3861030
## [828,] 0.3634534
## [829,] 0.8258350
## [830,] 0.5455913
## [831,] 1.0912893
## [832,] 0.6675927
## [833,] 0.7227204
## [834,] 1.0679000
## [835,] 1.4933860
## [836,] 0.4343131
## [837,] 0.6543518
## [838,] 4.8156873
## [839,] 0.2312279
## [840,] 0.4478895
## [841,] 0.8277930
## [842,] 0.2928686
## [843,] 0.3449956
## [844,] 0.5403727
## [845,] 0.7682544
## [846,] 1.0528272
## [847,] 1.0326379
## [848,] 2.0186759
## [849,] 1.2186692
## [850,] 0.3756041
## [851,] 0.8054329
## [852,] 0.8985127
## [853,] 0.3165769
## [854,] 0.5143328
## [855,] 1.2165936
## [856,] 0.5960448
## [857,] 0.2648013
## [858,] 0.5390992
## [859,] 1.1866670
## [860,] 0.5117369
## [861,] 1.8900594
## [862,] 0.8208207
## [863,] 0.4870462
## [864,] 0.5035193
## [865,] 0.2447492
## [866,] 0.6945521
## [867,] 0.7650377
## [868,] 0.6919401
## [869,] 1.0772097
## [870,] 0.9719654
## [871,] 0.3315008
## [872,] 0.6040721
## [873,] 0.3911752
## [874,] 0.2834179
## [875,] 0.3187813
## [876,] 0.7571468
## [877,] 0.9335352
## [878,] 1.1246745
## [879,] 1.0598673
## [880,] 0.8558673
## [881,] 0.9548366
## [882,] 0.8291338
## [883,] 1.6467918
## [884,] 0.9239399
## [885,] 1.6147233
## [886,] 0.8226056
## [887,] 0.6659286
## [888,] 0.6255042
## [889,] 1.0116129
## [890,] 3.4667888
## [891,] 0.2345870
## [892,] 0.8626828
## [893,] 0.8509242
## [894,] 0.4888783
## [895,] 0.3249719
## [896,] 0.2046120
## [897,] 0.2809701
## [898,] 0.3236779
## [899,] 4.1043220
## [900,] 0.6211003
## [901,] 0.5281400
## [902,] 0.3364847
## [903,] 1.0558743
## [904,] 0.4683632
## [905,] 0.4021267
## [906,] 0.4471245
## [907,] 0.5612812
## [908,] 1.6540847
## [909,] 0.3361351
## [910,] 0.5794250
## [911,] 0.8099520
## [912,] 0.4207579
## [913,] 0.5072142
## [914,] 0.3256698
## [915,] 0.9603644
## [916,] 0.5738966
## [917,] 0.9900346
## [918,] 0.2443178
## [919,] 0.4951072
## [920,] 0.4451408
## [921,] 0.9570401
## [922,] 0.2439568
## [923,] 1.0390629
## [924,] 0.5843298
## [925,] 0.4022749
## [926,] 0.3881020
## [927,] 0.3385406
## [928,] 0.9596401
## [929,] 0.3894278
## [930,] 0.7893024
## [931,] 1.5844950
## [932,] 2.1585975
## [933,] 0.2622794
## [934,] 2.6759691
## [935,] 0.4876351
## [936,] 0.5159019
## [937,] 0.3976700
## [938,] 0.6352137
## [939,] 0.2667123
## [940,] 0.9645617
## [941,] 0.4194464
## [942,] 0.3764680
## [943,] 0.5178324
## [944,] 0.9296017
## [945,] 0.8897682
## [946,] 1.0131883
## [947,] 4.5650226
## [948,] 0.9236113
## [949,] 1.7416225
## [950,] 10.0577071
## [951,] 0.8400416
## [952,] 1.0131335
## [953,] 0.6845154
## [954,] 0.7964924
## [955,] 0.4627489
## [956,] 1.8221657
## [957,] 0.3274162
## [958,] 0.3892070
## [959,] 0.4909905
## [960,] 0.3538229
## [961,] 0.4336489
## [962,] 10.5893053
## [963,] 0.7033764
## [964,] 0.4522747
## [965,] 1.2572810
## [966,] 0.7986977
## [967,] 0.4628273
## [968,] 1.0388606
## [969,] 0.7712010
## [970,] 0.4348598
## [971,] 0.5404044
## [972,] 0.6981342
## [973,] 0.8384785
## [974,] 2.1321667
## [975,] 0.7367052
## [976,] 0.6777064
## [977,] 1.0102295
## [978,] 1.0696968
## [979,] 0.8602036
## [980,] 0.5860432
## [981,] 1.3517035
## [982,] 0.6833153
## [983,] 0.7672879
## [984,] 0.5654279
## [985,] 0.7118192
## [986,] 0.8342155
## [987,] 4.2240814
## [988,] 4.4784851
## [989,] 0.8677138
## [990,] 0.2648114
## [991,] 0.5851056
## [992,] 0.3647644
## [993,] 0.7657538
## [994,] 0.7223475
## [995,] 0.5632924
## [996,] 0.9687960
## [997,] 2.2508247
## [998,] 2.2884565
## [999,] 0.4917179
##
## $model.matrix
## (Intercept) demo$ethnicity1 demo$ethnicity2 demo$ethnicity3 demo$ethnicity4
## 1 1 0 0 0 0
## 2 1 0 0 0 0
## 3 1 -1 -1 -1 -1
## 4 1 -1 -1 -1 -1
## 5 1 -1 -1 -1 -1
## 6 1 -1 -1 -1 -1
## 7 1 0 0 0 0
## 8 1 -1 -1 -1 -1
## 9 1 -1 -1 -1 -1
## 10 1 -1 -1 -1 -1
## 11 1 -1 -1 -1 -1
## 12 1 -1 -1 -1 -1
## 13 1 -1 -1 -1 -1
## 14 1 -1 -1 -1 -1
## 15 1 -1 -1 -1 -1
## 16 1 -1 -1 -1 -1
## 17 1 0 0 0 0
## 18 1 -1 -1 -1 -1
## 19 1 0 0 1 0
## 20 1 0 0 0 0
## 21 1 -1 -1 -1 -1
## 22 1 -1 -1 -1 -1
## 23 1 -1 -1 -1 -1
## 24 1 0 0 0 0
## 25 1 -1 -1 -1 -1
## 26 1 1 0 0 0
## 27 1 -1 -1 -1 -1
## 28 1 -1 -1 -1 -1
## 29 1 1 0 0 0
## 30 1 -1 -1 -1 -1
## 31 1 -1 -1 -1 -1
## 32 1 0 0 0 0
## 33 1 -1 -1 -1 -1
## 34 1 0 0 0 0
## 35 1 0 0 0 0
## 36 1 -1 -1 -1 -1
## 37 1 0 0 0 1
## 38 1 -1 -1 -1 -1
## 39 1 -1 -1 -1 -1
## 40 1 -1 -1 -1 -1
## 41 1 0 0 0 0
## 42 1 0 0 0 0
## 43 1 -1 -1 -1 -1
## 44 1 -1 -1 -1 -1
## 45 1 -1 -1 -1 -1
## 46 1 -1 -1 -1 -1
## 47 1 0 1 0 0
## 48 1 -1 -1 -1 -1
## 49 1 -1 -1 -1 -1
## 50 1 -1 -1 -1 -1
## 51 1 1 0 0 0
## 52 1 -1 -1 -1 -1
## 53 1 -1 -1 -1 -1
## 54 1 1 0 0 0
## 55 1 -1 -1 -1 -1
## 56 1 -1 -1 -1 -1
## 57 1 -1 -1 -1 -1
## 58 1 -1 -1 -1 -1
## 59 1 -1 -1 -1 -1
## 60 1 -1 -1 -1 -1
## 61 1 -1 -1 -1 -1
## 62 1 -1 -1 -1 -1
## 63 1 -1 -1 -1 -1
## 64 1 -1 -1 -1 -1
## 65 1 -1 -1 -1 -1
## 66 1 0 0 0 0
## 67 1 -1 -1 -1 -1
## 68 1 -1 -1 -1 -1
## 69 1 -1 -1 -1 -1
## 70 1 0 0 0 0
## 71 1 -1 -1 -1 -1
## 72 1 -1 -1 -1 -1
## 73 1 -1 -1 -1 -1
## 74 1 -1 -1 -1 -1
## 75 1 -1 -1 -1 -1
## 76 1 -1 -1 -1 -1
## 77 1 -1 -1 -1 -1
## 78 1 -1 -1 -1 -1
## 79 1 -1 -1 -1 -1
## 80 1 -1 -1 -1 -1
## 81 1 -1 -1 -1 -1
## 82 1 -1 -1 -1 -1
## 83 1 -1 -1 -1 -1
## 84 1 -1 -1 -1 -1
## 85 1 -1 -1 -1 -1
## 86 1 0 0 0 0
## 87 1 -1 -1 -1 -1
## 88 1 -1 -1 -1 -1
## 89 1 -1 -1 -1 -1
## 90 1 0 0 0 1
## 91 1 -1 -1 -1 -1
## 92 1 -1 -1 -1 -1
## 93 1 -1 -1 -1 -1
## 94 1 -1 -1 -1 -1
## 95 1 -1 -1 -1 -1
## 96 1 -1 -1 -1 -1
## 97 1 0 0 0 0
## 98 1 0 0 0 0
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## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
##
## attr(,"class")
## [1] "adonis"This shows that the differences in answers are not significant,
according to major.
Conclusion
Ultimately, what we can understand from all of this is that students
significantly answer Career Motivation, Intrinsic Motivation,
Self-Determination, Self-Efficacy, Grade Motivation, and Personal
Communal Orientation questions differently according to their ethnicity.
In summary, let’s take a look at the running list we are making of
which questions were significant and not according to demographics:
